Environmental and Organizational Analysis

Introduction

Human resource planning (HRP) is the process of determining how an organization will obtain, develop, deploy, and retain the people required to achieve its objectives. Workforce requirements are not determined by headcount alone. They are shaped by organizational strategy, structure, culture, technology, demographic trends, labor-market conditions, and the wider political, economic, social, legal, and industry environment.

Environmental and organizational analysis is therefore the diagnostic foundation of HRP. Before estimating how many employees will be needed, HR professionals must understand what the organization is trying to accomplish, how work is organized, what capabilities are available, and which external forces may alter the demand or supply of labor. A planning decision that ignores these factors may produce excessive staffing, skill shortages, inappropriate job designs, legal exposure, or costly workforce reductions.

The central principle of this chapter is that workforce planning must connect people decisions with business context. The relevant question is not simply “How many employees do we need?” but “What work must be performed, what capabilities will be required, and under what environmental conditions must the organization perform it?”

Learning Objectives

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

1. Explain the purpose and scope of environmental and organizational analysis in HRP.
2. Relate organizational strategy, structure, culture, and technology to workforce requirements.
3. Assess demographic and labor-market conditions affecting workforce supply.
4. Analyze political, economic, social, technological, legal, environmental, and industry forces.
5. Integrate internal and external evidence into a workforce-planning diagnosis.
6. Identify ethical, legal, data-governance, and implementation issues.
7. Apply environmental and organizational analysis to a practical HRP problem.

1. The Meaning and Scope of Analysis

Organizational analysis examines internal factors that influence the quantity, quality, location, timing, and cost of labor. Environmental analysis examines external forces that affect the organization’s strategy, operations, labor supply, and employment relationships. The two forms of analysis are interdependent: an organization’s internal choices determine how it responds to external change, while external change may require internal redesign.

A useful HRP diagnosis addresses six questions:

• Direction: What strategy and objectives will guide the organization?
• Work: What activities, roles, and processes are required?
• Capabilities: What knowledge, skills, abilities, and other characteristics are needed?
• Availability: What talent exists internally and externally?
• Constraints: What legal, financial, technological, cultural, or ethical limits apply?
• Adaptation: What workforce changes are required under alternative future scenarios?

Workforce demand and supply

Workforce demand refers to the number and types of employees required to accomplish future work. Workforce supply refers to the people and capabilities likely to be available from internal and external sources. A simple staffing gap can be represented as:

A positive result indicates a potential shortage; a negative result indicates a potential surplus. This expression is a diagnostic aid rather than a complete planning model. It assumes that demand and supply are measured over the same period, in comparable categories, and using a consistent definition of a full-time equivalent, role, or capability. In practice, planners must also consider productivity, skills, location, employment status, timing, and quality.

For example, an organization may have 100 software employees but still face a shortage of cybersecurity capability. Numerical sufficiency does not guarantee capability sufficiency.

2. Organizational Strategy and Workforce Requirements

Strategy defines how an organization intends to create value and compete or fulfill its mission. HRP translates strategic choices into workforce implications. Different strategies require different combinations of roles, skills, behaviors, and employment arrangements.

A low-cost strategy may emphasize process efficiency, standardized work, automation, lean staffing, and operational discipline. A differentiation strategy may require designers, analysts, relationship managers, researchers, and employees capable of innovation and customer intimacy. A growth strategy may increase recruitment, leadership development, international mobility, and integration capability. A retrenchment strategy may require redeployment, reskilling, succession planning, and legally compliant workforce reduction.

Strategic analysis should consider:

• the organization’s mission and value proposition;
• products, services, and target markets;
• growth, stability, diversification, or retrenchment objectives;
• competitive priorities such as cost, quality, speed, flexibility, or innovation;
• geographic expansion or contraction;
• outsourcing, partnership, or platform strategies; and
• the capabilities that competitors may possess.

Vertical and horizontal alignment

Vertical alignment means that HR policies support organizational strategy. If a firm seeks innovation but rewards only short-term individual output, its HR system may contradict its strategy. Horizontal alignment means that HR practices support one another. Recruitment, performance management, training, compensation, and succession planning should communicate compatible expectations.

Strategic alignment does not mean that HR merely accepts every business decision. HR professionals should test whether strategic plans are feasible given labor availability, employment law, organizational culture, and the time required to build capabilities.

From strategy to capability

A practical translation process is:

1. Identify strategic objectives.
2. Identify the activities and processes needed to achieve them.
3. Determine the capabilities needed for those activities.
4. Map current roles and employee capabilities.
5. Estimate future demand and supply.
6. Select interventions such as recruitment, development, redesign, automation, outsourcing, or redeployment.
7. Establish measures and review assumptions periodically.

3. Organizational Structure and Work Design

Organizational structure specifies how responsibilities, authority, coordination, and reporting relationships are arranged. Structure affects the number of managerial layers, the distribution of specialist roles, communication demands, and the speed of decision-making.

Common structural forms include:

Structure influences workforce requirements in at least four ways. First, centralization may reduce duplicated specialist roles but increase demand for coordination at the center. Second, decentralization may require similar capabilities in multiple units. Third, flatter structures can reduce supervisory positions while increasing employees’ autonomy and decision-making requirements. Fourth, matrix structures may increase project-management and conflict-resolution demands even when total headcount is stable.

Job analysis and work design are essential. Planners should distinguish between a job, a collection of related duties assigned to a position; a role, the broader set of expectations associated with a person’s contribution; and a task, a specific unit of work. Technology and redesign often change tasks without eliminating the broader role.

4. Organizational Culture and Workforce Planning

Organizational culture consists of shared assumptions, values, norms, and practices that influence how people interpret situations and behave. Culture affects recruitment attractiveness, retention, learning, inclusion, safety, ethical conduct, and the success of organizational change.

A culture that values experimentation may support innovation but tolerate more failure. A strongly hierarchical culture may support control and consistency but slow adaptation. A customer-oriented culture may require emotional labor, service judgment, and extensive frontline training. Culture should therefore be treated as a workforce variable, not merely as a communications topic.

HR professionals can analyze culture through employee surveys, interviews, focus groups, turnover patterns, promotion data, grievance records, observed practices, and the language used in policies and managerial communication. They should compare stated values with enacted values. A company may publicly promote collaboration while rewarding individual competition.

Culture creates both assets and constraints. It can accelerate the adoption of new technology when learning and experimentation are valued. Conversely, a culture that distrusts data or penalizes mistakes may undermine digital transformation. Workforce planning should identify which cultural attributes must be preserved, strengthened, or changed.

5. Technology, Automation, and the Future of Work

Technology changes workforce requirements through substitution, augmentation, creation, and coordination effects.

• Substitution: A machine or software performs tasks previously completed by employees.
• Augmentation: Technology increases an employee’s productivity or decision quality.
• Creation: New technologies generate new products, services, occupations, and skills.
• Coordination: Digital systems alter where, when, and how work is organized.

The key unit of analysis should usually be the task rather than the occupation. Most occupations contain multiple tasks, and technology may automate some while increasing the importance of others. For example, an automated recruitment system may reduce manual résumé screening but increase the need for validation, candidate communication, data governance, and fairness monitoring.

Technology analysis should examine:

• current systems and their adoption rates;
• digital maturity and data quality;
• automation feasibility and implementation cost;
• cybersecurity and privacy requirements;
• skills that may become scarce or obsolete;
• effects on job quality, autonomy, and workload; and
• training and redeployment possibilities.

Artificial intelligence (AI) is particularly relevant to HRP because it can support forecasting, skills inference, workforce scheduling, and talent sourcing. However, predictive accuracy does not establish fairness or validity. Historical data may reproduce discriminatory patterns, and opaque models may make decisions difficult to explain. Human oversight, documented decision rules, impact testing, access controls, and appeal procedures are essential.

A responsible technology assessment asks not only whether a tool reduces labor cost, but also whether it improves work, protects rights, preserves accountability, and creates sustainable capability.

6. Demographic Analysis

Demographic analysis examines characteristics of current and potential workers that influence workforce availability and employment needs. Relevant variables may include age, gender, education, disability, ethnicity where legally and ethically appropriate, migration status, family responsibilities, location, and career stage.

Demographic trends affect HRP through retirement, participation rates, mobility, occupational choice, inclusion requirements, and consumer or community expectations. An aging workforce may increase retirement risk and demand for knowledge transfer. A younger workforce may increase demand for development, career mobility, and flexible work. Population decline in a particular region may make recruitment difficult even when national labor supply appears adequate.

Demographic data must be used carefully. Categories should be relevant to a legitimate planning purpose, collected lawfully, protected from misuse, and interpreted without stereotyping. Aggregate patterns should not be used to make assumptions about individual capability.

Useful demographic indicators include:

• age distribution by critical role;
• expected retirement exposure;
• representation and progression rates;
• geographic concentration of talent;
• participation and absence patterns;
• educational and qualification profiles; and
• internal mobility across career stages.

Succession planning, flexible work, accessible job design, phased retirement, mentoring, and targeted development can help organizations respond to demographic change.

7. Labor-Market Analysis

The labor market is the external system through which employers seek labor and individuals offer their capabilities. HR planners should avoid treating it as a single national market. Labor markets differ by occupation, skill, industry, region, gender, immigration regime, and employment arrangement.

Important indicators include unemployment, labor-force participation, vacancy rates, wage levels, time to fill, offer acceptance, turnover, qualification supply, migration flows, and competitor hiring. These indicators should be interpreted together. Low unemployment may signal tight supply, but a high vacancy rate may also result from unrealistic job requirements, poor pay, weak employer reputation, or inefficient recruitment.

A labor-market assessment should ask:

1. Where are qualified workers located?
2. Which employers compete for them?
3. What wages and conditions are typical?
4. Which qualifications are genuinely necessary?
5. Can the work be redesigned or performed remotely?
6. Can internal employees be reskilled?
7. What barriers affect participation and inclusion?

External supply may be increased through apprenticeships, university partnerships, immigration, remote work, return-to-work programs, inclusive recruitment, and skills-based selection. Internal supply may be increased through development, promotion, cross-training, job rotation, and succession planning.

8. Macroenvironmental Analysis: PESTLE and Beyond

The PESTLE framework organizes external forces into political, economic, social, technological, legal, and environmental categories. It is a scanning framework, not a prediction machine. Its value depends on evidence, interpretation, and connection to workforce consequences.

Political factors may affect public-sector budgets, industrial policy, trade, and immigration. Economic factors influence labor demand, wage pressure, and the affordability of technology. Social factors include changing expectations about flexibility, meaningful work, diversity, and work-life integration. Environmental pressures may change location decisions, occupational safety, travel, supply chains, and the need for sustainability expertise.

Industry and competitive forces

Industry analysis complements PESTLE. Porter’s five forces—competitive rivalry, threat of new entrants, bargaining power of suppliers, bargaining power of buyers, and threat of substitutes—can be connected to HRP. For example, strong rivalry for scarce technical talent increases recruitment and retention pressure. New entrants using a digital business model may require rapid capability acquisition. Powerful buyers may impose service standards that increase training or staffing requirements.

Industry analysis should also consider professional bodies, unions, regulators, technology vendors, educational institutions, and major contractors. These actors influence skills standards, employment conditions, credential requirements, and workforce supply.

9. Analytical Tools for HRP

SWOT analysis

SWOT classifies internal strengths and weaknesses and external opportunities and threats. It is useful for organizing evidence but can become superficial if items are merely listed. Each item should be connected to a workforce implication and an action.

For example, “strong employer reputation” is a strength only if it improves attraction or retention in relevant labor markets. “AI adoption” is an opportunity only if the organization possesses or can acquire the data, skills, governance, and change capacity required to use it.

Scenario planning

Because the future is uncertain, planners should develop alternative scenarios rather than rely on one forecast. A scenario might combine high demand with labor scarcity, moderate demand with successful automation, or declining demand with strong redeployment capacity.

Each scenario should specify:

• assumptions;
• leading indicators;
• workforce demand;
• workforce supply;
• critical risks; and
• trigger points for action.

Scenario planning is particularly useful when technology, regulation, economic conditions, or geopolitical developments are uncertain.

Capability and skills-gap analysis

A skills gap exists when required future capability exceeds available capability. A skills inventory should include proficiency, experience, certification, mobility, potential, and the time required to develop each capability. Skills taxonomies can support analysis, but they should be reviewed by managers and employees because job titles and algorithmically inferred skills may be inaccurate.

Quantitative forecasting

Where historical data are stable and relevant, planners may use trend analysis. A simple linear trend forecast is:

where Ŷ_t is the forecast workforce requirement at time t, a is the intercept, and b is the estimated average change per time period. This method assumes that the historical relationship is sufficiently stable and that time is a meaningful predictor. It should not be used mechanically when strategy, technology, or market conditions are changing sharply.

A productivity-based estimate can be expressed as:

The units must match. If forecast workload is 24,000 service cases per year and one employee can complete 1,200 cases per year, the estimated requirement is:

24,000 ÷ 1,200 = 20 employees.

This estimate assumes comparable case complexity, available working time, and stable productivity. If expected absence, training, or nonproductive time is not included in the 1,200 figure, the estimate will be understated.

Quantitative models should support, not replace, managerial judgment. Their assumptions must be documented and reviewed.

10. Integrating the Analysis: A Practical Process

An integrated HRP analysis can follow these stages:

Stage 1: Clarify the planning question

Define the business unit, time horizon, workforce population, geographic scope, and decisions to be supported. “Plan the workforce” is too broad; “determine the capabilities required for a three-year digital-service expansion” is more useful.

Stage 2: Gather internal evidence

Review strategy documents, budgets, organization charts, job analyses, workforce demographics, turnover, absenteeism, performance, skills inventories, employee-relations data, and technology plans.

Stage 3: Scan the external environment

Collect labor-market, industry, economic, legal, demographic, technological, political, and environmental information. Distinguish verified evidence from assumptions.

Stage 4: Translate forces into workforce effects

For every major force, identify its likely effect on roles, skills, numbers, location, timing, employment relationships, cost, and risk.

Stage 5: Develop scenarios and gaps

Estimate demand and supply under alternative assumptions. Identify critical roles where a small shortage could create major operational consequences.

Stage 6: Choose interventions

Options include hiring, development, redeployment, redesign, automation, outsourcing, contracting, retention measures, succession planning, and controlled reduction.

Stage 7: Establish governance and review

Assign accountability, define indicators, document assumptions, protect data, and review the plan when leading indicators change.

Applied Case: Northstar Health Devices

Background

Northstar Health Devices is an illustrative mid-sized manufacturer of diagnostic equipment. It plans to introduce connected products requiring embedded software, cybersecurity, data analytics, and remote customer support. Its existing workforce is strong in mechanical engineering and traditional manufacturing but has limited digital capability.

Problem

Senior management initially proposes hiring 40 software specialists. The HR director believes a headcount-only response may be too expensive and may fail because the regional labor market is highly competitive.

Analysis

The strategy requires faster product innovation and reliable digital service. The structure is primarily functional, which has produced deep engineering expertise but weak coordination between product, software, and customer-support teams. The culture values technical quality but is cautious about experimentation. Demographic analysis shows that several senior manufacturing specialists may retire within five years. Labor-market evidence indicates a shortage of experienced cybersecurity professionals, while local colleges produce entry-level software graduates.

Technology analysis shows that some routine testing can be automated, but product-security judgment and customer communication remain human-intensive. Legal analysis identifies data protection, medical-device regulation, employee privacy, and health-and-safety requirements. Industry analysis indicates that competitors are also recruiting software talent and that customers increasingly expect rapid remote support.

Approach and solution

Northstar develops three scenarios. The preferred scenario combines selective external recruitment, a graduate pipeline, reskilling of manufacturing engineers, project-based teams, and partnerships with a cybersecurity provider. It creates a small central digital platform team while embedding software and data specialists in product teams. A knowledge-transfer program pairs retiring experts with early-career employees.

Rather than hiring 40 specialists immediately, Northstar plans to hire 18 experienced employees, develop 15 internal employees, recruit 12 graduates, and use a specialist partner for peak cybersecurity work. It also redesigns performance measures to reward cross-functional delivery and learning, not only departmental output.

Outcome

The plan reduces immediate recruitment risk and builds a broader capability base. However, management recognizes that the plan must be reviewed quarterly because product demand, technology, and labor-market conditions may change. It also establishes human review of any AI-supported recruitment or skills-matching tools.

Learning points

1. Strategy must be translated into capabilities, not merely jobs.
2. Structure and culture can either enable or obstruct capability development.
3. External labor shortages increase the value of reskilling and partnerships.
4. Demographic risk makes knowledge transfer part of workforce planning.
5. Technology decisions require legal, ethical, and governance analysis.
6. Scenario planning is more resilient than a single numerical forecast.

Challenges, Ethics, and Governance

Environmental and organizational analysis has several limitations. Information may be incomplete, delayed, biased, or inconsistent across sources. Forecasts can create false precision, especially when managers treat a numerical estimate as a fact. PESTLE and SWOT may oversimplify complex causal relationships. Skills data may be outdated, and employee surveys may underrepresent people who feel unsafe speaking openly.

Ethically responsible HRP requires fairness, transparency, privacy, and respect for employee dignity. Organizations should not use demographic or health data beyond legitimate purposes. Automated tools should be tested for disparate impact, documented, monitored, and subject to human review. Employees should understand how workforce data are used where legally required and should have routes to challenge significant errors.

Legal requirements vary by jurisdiction, but common areas include equal employment opportunity, discrimination, wage and working-time rules, health and safety, employee classification, collective bargaining, data protection, disability accommodation, and consultation during restructuring. HR professionals must obtain appropriate legal advice rather than assume that a general framework applies everywhere.

Good governance includes clear data ownership, access controls, retention rules, audit trails, model validation, scenario documentation, and decision accountability. The purpose of governance is not to prevent analysis but to ensure that workforce decisions are explainable, lawful, evidence-based, and aligned with organizational values.

Contemporary Developments and Best Practices

Several developments are changing environmental and organizational analysis:

• Skills-based organizations are placing greater emphasis on capabilities and tasks rather than rigid job titles.
• Hybrid and distributed work are changing location assumptions, managerial practices, technology needs, and employment-law exposure.
• Generative AI and automation are increasing the importance of reskilling, job redesign, data governance, and human oversight.
• Climate and geopolitical uncertainty are making resilience, continuity planning, and geographically diversified talent strategies more important.
• Employee expectations increasingly include flexibility, inclusion, wellbeing, meaningful work, and responsible technology use.
• Evidence-based HR is encouraging the integration of workforce data with operational and financial information.

Best practice is to triangulate evidence: compare quantitative indicators with employee perspectives, managerial knowledge, labor-market information, and legal or industry expertise. Use scenarios instead of a single forecast, focus on critical capabilities, distinguish facts from assumptions, and connect every proposed intervention to a measurable business or workforce outcome.

Chapter Summary

Environmental and organizational analysis provides the foundation for effective human resource planning. Internal analysis examines strategy, structure, culture, technology, workforce demographics, and existing capabilities. External analysis examines labor markets, demographic trends, political, economic, social, technological, legal, environmental, and industry forces.

Strategy determines the capabilities the organization needs; structure determines how work and authority are coordinated; culture influences behavior, learning, retention, and change; and technology reshapes tasks, productivity, and skill requirements. Demographic and labor-market analysis helps planners assess the availability and movement of talent. PESTLE, industry analysis, SWOT, scenario planning, skills-gap analysis, and quantitative forecasting provide complementary tools for diagnosis.

Effective HRP translates environmental forces into implications for workforce numbers, skills, roles, locations, timing, cost, and risk. It combines evidence with judgment, treats technology and AI responsibly, protects personal data, respects employment law, and prepares alternative responses under uncertainty. The ultimate goal is not merely to forecast headcount but to build the capabilities and employment conditions required for sustainable organizational performance.

Key Terms

Environmental analysis: Systematic assessment of external forces affecting an organization and its workforce.

Organizational analysis: Examination of internal strategy, structure, culture, technology, and capabilities.

Human resource planning: The process of aligning workforce supply and capabilities with future organizational requirements.

Workforce demand: The quantity and type of labor required to perform future work.

Workforce supply: Employees and external workers likely to be available to meet future requirements.

Capability: The integrated knowledge, skills, behaviors, resources, and processes that enable performance.

Vertical alignment: Consistency between HR practices and organizational strategy.

Horizontal alignment: Consistency among HR practices such as recruitment, development, rewards, and performance management.

Organizational structure: The arrangement of authority, responsibilities, reporting, and coordination.

Organizational culture: Shared assumptions, values, norms, and practices that influence behavior.

Job design: The arrangement of tasks, responsibilities, autonomy, and relationships within work.

Demographic analysis: Examination of population and workforce characteristics relevant to employment.

Labor market: The system through which employers seek labor and individuals offer capabilities.

PESTLE: A framework for analyzing political, economic, social, technological, legal, and environmental forces.

Scenario planning: Development and analysis of alternative plausible futures.

Skills gap: The difference between capabilities required and capabilities available.

SWOT analysis: Assessment of strengths, weaknesses, opportunities, and threats.

Workforce reskilling: Development of substantially new capabilities for existing employees.

Workforce redeployment: Movement of employees into different roles or work areas.

People analytics governance: Policies and controls that ensure workforce data and analytical tools are lawful, secure, fair, and accountable.

Review Questions

Short Answer Questions

1. What is the difference between workforce demand and workforce supply?
2. How can organizational culture affect workforce planning?
3. Identify four ways technology can change workforce requirements.
4. What is the purpose of PESTLE analysis?
5. Why should HR planners analyze tasks rather than occupations when assessing automation?

Long Answer Questions

1. Explain how organizational strategy should be translated into workforce capabilities and HR interventions.
2. Compare functional, divisional, matrix, and network structures in relation to workforce planning.
3. Discuss how demographic and labor-market trends can create both risks and opportunities for organizations.
4. Explain the value and limitations of scenario planning, SWOT analysis, and quantitative forecasting.
5. Discuss the ethical and governance requirements for using AI and workforce data in HR planning.

Analytical / Application Questions

1. A retailer plans rapid online expansion but has strong store-based capabilities and weak digital skills. Analyze the internal and external factors that should inform its workforce plan.
2. An organization forecasts a shortage of 30 employees in a critical occupation. Design a response that considers recruitment, reskilling, technology, work redesign, and labor-market constraints.
3. Using the Northstar Health Devices case, evaluate whether the proposed blended workforce strategy is more sustainable than hiring all required specialists externally.

Multiple Choice Questions with Answers

Question 1

Which statement best describes workforce demand?

A. The number and type of workers required to perform future work

B. The number of applicants who respond to vacancies

C. The employees currently absent from work

D. The total number of people in the national population

Correct Answer: A. The number and type of workers required to perform future work

Question 2

A differentiation strategy is most likely to increase demand for which capability?

A. Highly standardized repetitive processing only

B. Innovation, customer insight, and specialized expertise

C. Elimination of all professional roles

D. Exclusive reliance on temporary labor

Correct Answer: B. Innovation, customer insight, and specialized expertise

Question 3

What is a major implication of a matrix structure?

A. No need for coordination

B. Complete elimination of functional expertise

C. Greater need for collaboration and conflict management

D. Automatic reduction in all labor costs

Correct Answer: C. Greater need for collaboration and conflict management

Question 4

Why is task analysis important when evaluating automation?

A. Occupations always consist of one indivisible activity

B. Technology may automate some tasks while augmenting others

C. Tasks are unrelated to job design

D. Automation affects only managerial occupations

Correct Answer: B. Technology may automate some tasks while augmenting others

Question 5

Which item is an external labor-market indicator?

A. Internal promotion rate

B. Organizational reporting structure

C. Vacancy rate in a relevant occupation

D. Employee performance-rating distribution

Correct Answer: C. Vacancy rate in a relevant occupation

Question 6

In PESTLE analysis, changes to employment privacy rules are primarily a ____ factor.

A. Political

B. Economic

C. Legal

D. Environmental

Correct Answer: C. Legal

Question 7

If forecast workload is 24,000 cases and one employee can complete 1,200 cases annually, what is the estimated requirement?

A. 12 employees

B. 20 employees

C. 24 employees

D. 28 employees

Correct Answer: B. 20 employees

Question 8

What is the main purpose of scenario planning in HRP?

A. To guarantee one accurate prediction

B. To replace all managerial judgment

C. To examine workforce implications under alternative plausible futures

D. To eliminate the need for external data

Correct Answer: C. To examine workforce implications under alternative plausible futures

Question 9

Which practice best supports responsible use of AI in HR planning?

A. Allowing an opaque model to make unreviewed employment decisions

B. Ignoring historical bias in training data

C. Using human oversight, validation, documentation, and appeal procedures

D. Collecting unlimited personal data without access controls

Correct Answer: C. Using human oversight, validation, documentation, and appeal procedures

Question 10

A positive staffing gap calculated as demand minus supply generally indicates:

A. A potential workforce shortage

B. A guaranteed productivity increase

C. A completed succession plan

D. A legal exemption from recruitment rules

Correct Answer: A. A potential workforce shortage