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Linkage Research and Analyses
Linkage research identifies the relationship between employee perceptions of the work environment and objective measures of business performance (e.g., productivity) and other relevant organizational outcomes (e.g., customer satisfaction). Workplace perceptions are typically gathered through employee surveys, and measures of business performance are selected on the basis of what outcomes are relevant to the firm's strategy. Linkage research serves two purposes. First, it provides organizational leaders with a compelling demonstration of the validity of employee perceptions and the effects of employee opinions on business success. Second, it helps organizations to identify specifically what they should do to improve.
Relationship between Employee Opinions and Business Performance
The history of job satisfaction research has been largely disappointing in its consideration of the seemingly logical belief that happy workers are more productive. Simply put, evidence of the relationship between employee satisfaction and individual productivity was found to be lacking as early as the 1950s and in many reviews of the relationship since then. This surprising lack of relationship can be attributed to several factors, including employees' lack of discretion in deciding how to perform their jobs and the lack of reliability in individual performance measures. In contrast, linkage analyses are conducted at the level of the relevant organizational work unit. The organizational measures of performance selected may be more reliable and less prone to rating biases than individual ratings of job performance. Organizational measures also reflect the benefit of the aggregate discretionary individual behaviors that affect unit and organizational functioning and may not be captured in traditional individual performance measures.
Cumulative evidence across many linkage studies suggests a compelling picture. Workplace perceptions have been shown to predict financial measures of success (sales, profits), customer satisfaction, turnover rates, safety, and other relevant business outcomes. The findings are robust, although the range of business outcomes represented in the published studies is somewhat limited and comprises mostly customerfocused outcomes. This is partly attributable to the fact that customer-focused industries tend to be organized around common business practices, and business units tend to be easily identifiable and significant in number. Therefore, linkage research has been largely limited to organizations with multiple homogeneous business units (such as bank branches, hotels, and car dealerships).
Which Employee Opinions Matter?
The fundamental challenge in designing employee surveys is choosing the right questions to ask. There are practical limits to the length of employee surveys, and the number of possible topics to be represented is large. Consequently, employee surveys capture how employees perceive the work environment with varying degrees of specificity. In some surveys, questions focus on very specific organizational practices, such as the availability of specific resources such as computers or management support. In other cases, the questions are broad indicators of satisfaction, such as direct ratings of satisfaction with supervision or the degree of autonomy.
Despite these broad differences in specificity, the relationship between survey data and business performance indicators is robust. Questions about employees' general satisfaction as well as more specific questions about organizational climate are consistently related to organizational outcome measures (at the unit level of analysis). That said, it is considered best practice by many to ask questions that lead to a more direct and actionable interpretation. For example, knowing that 25% of the employees in a job class have received training in a specific operational procedure is more actionable than knowing that 25% of them are satisfied with the overall level of training they have received. Thus, linkage research provides insights into which opinions determine organizational success, but the practical interpretation depends greatly on the specificity of the employee survey questions asked.
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- Foundations: History
- Army Alpha/Army Beta
- Hawthorne Studies/Hawthorne Effect
- History of Industrial/Organizational Psychology in Europe and the United Kingdom
- History of Industrial/Organizational Psychology in North America
- History of Industrial/Organizational Psychology in Other Parts of the World
- Human Relations Movement
- Project A
- Scientific Management
- Scientist-Practitioner Model
- Unions
- Foundations: Ethical and Legal Issues
- Adverse Impact/Disparate Treatment/Discrimination at Work
- Affirmative Action
- Age Discrimination in Employment Act
- Americans with Disabilities Act
- Bona Fide Occupational Qualifications
- Civil Rights Act of 1964, Civil Rights Act of 1991
- Comparable Worth
- Corporate Ethics
- Corporate Social Responsibility
- Employment at Will
- Equal Pay Act of 1963
- Ethics in Industrial/Organizational Practice
- Ethics in Industrial/Organizational Research
- Family and Medical Leave Act
- Glass Ceiling
- Labor Law
- National Institute for Occupational Safety and Health/Occupational Safety and Health Administration
- Race Norming
- Sexual Discrimination
- Sexual Harassment at Work
- Stereotyping
- Test Security
- Uniform Guidelines on Employee Selection Procedures
- Workplace Accommodations for the Disabled
- Foundations: Research Methods
- Benchmarking
- Case Study Method
- Competency Modeling
- Content Coding
- Critical Incident Technique
- Cross-Cultural Research Methods and Theory
- Experimental Designs
- Focus Groups
- Lens Model
- Linkage Research and Analyses
- Longitudinal Research/Experience Sampling Technique
- Meta-Analysis
- Naturalistic Observation
- Nonexperimental Designs
- Organizational Surveys
- Policy Capturing
- Program Evaluation
- Qualitative Research Approach
- Quantitative Research Approach
- Quasi-experimental Designs
- Sampling Techniques
- Simulation, Computer Approach
- Survey Approach
- Verbal Protocol Analysis
- Foundations: Measurement Theory and Statistics
- Classical Test Theory
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- Construct
- Criterion Theory
- Descriptive Statistics
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- Factor Analysis
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- Nomological Networks
- Normative versus Ipsative Measurement
- Reliability
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- Utility Analysis
- Validation Strategies
- Validity
- Industrial Psychology: Understanding and Assessing Individual Differences
- Affective Traits
- Big Five Taxonomy of Personality
- Biographical Data
- Cognitive Abilities
- Cognitive Ability Tests
- Computer Assessment
- Core Self-Evaluations
- Emotional Intelligence
- Employment Interview
- Genetics and Industrial/Organizational Psychology
- Graphology
- Gravitational Hypothesis
- Hardiness
- Impression Management
- Individual Assessment
- Individual Differences
- Integrity Testing
- Job Knowledge Testing
- Letters of Recommendation
- Locus of Control
- Machiavellianism
- Motivational Traits
- Need for Achievement, Power, and Affiliation
- Optimism and Pessimism
- Personality
- Personality Assessment
- Physical Performance Assessment
- Practical Intelligence
- Protestant Work Ethic
- Self-Esteem
- Situational Judgment Tests
- Standardized Testing
- Stereotype Threat
- Trainability and Adaptability
- Type A and Type B Personalities
- Work Samples
- Work Values
- Industrial Psychology: Employment, Staffing, and Career Issues
- Dictionary of Occupational Titles
- Applicant/Test-Taker Reactions
- Banding
- Career Development
- Careers
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- Credentialing
- Dirty Work
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- Electronic Human Resources Management
- Employee Selection
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- Exit Survey (Exit Interview)
- Expatriates
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- Job Choice
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- Occupational Information Network (O*NET)
- Older Worker Issues
- Person–Environment Fit
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- Retirement
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- Selection: Occupational Tailoring
- Succession Planning
- Underemployment
- Industrial Psychology: Developing, Training, and Evaluating Employees
- 360-Degree Feedback
- Assessment Center
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- Distance Learning
- Diversity Training
- Electronic Performance Monitoring
- Employee Assistance Program
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- Feedback Seeking
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- Organizational Socialization
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- Performance Appraisal
- Performance Appraisal, Objective Indexes
- Performance Appraisal, Subjective Indexes
- Performance Feedback
- Rating Errors and Perceptual Biases
- Self-Fulfilling Prophecy: Pygmalion Effect
- Socialization: Employee Proactive Behaviors
- Training
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- Training Needs Assessment and Analysis
- Transfer of Training
- Industrial Psychology: Productive and Counterproductive Employee Behavior
- Contextual Performance/Prosocial Behavior/Organizational Citizenship Behavior
- Counterproductive Work Behaviors
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- Counterproductive Work Behaviors, Organizational Deviance
- Creativity at Work
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- Cyberloafing at Work
- Innovation
- Integrity at Work
- Job Performance Models
- Organizational Retaliatory Behavior
- Theft at Work
- Time Management
- Violence at Work
- Whistle-Blowers
- Withdrawal Behaviors, Absenteeism
- Withdrawal Behaviors, Lateness
- Withdrawal Behaviors, Turnover
- Workplace Incivility
- Industrial Psychology: Motivation and Job Design
- Action Theory
- Control Theory
- Empowerment
- Expectancy Theory of Work Motivation
- Goal-Setting Theory
- Human–Computer Interaction
- Incentives
- Intrinsic and Extrinsic Work Motivation
- Job Characteristics Theory
- Job Design
- Job Involvement
- Job Rotation
- Job Sharing
- Need Theories of Work Motivation
- Path–Goal Theory
- Positive Psychology Applied to Work
- Self-Concept Theory of Work Motivation
- Self-Efficacy
- Self-Regulation Theory
- Social Cognitive Theory
- Telecommuting
- Theory of Work Adjustment
- Two-Factor Theory
- Work Motivation
- Workaholism
- Industrial Psychology: Leadership and Management
- Abusive Supervision
- Behavioral Approach to Leadership
- Charismatic Leadership Theory
- Employee Grievance Systems
- Global Leadership and Organizational Behavior Effectiveness Project
- Implicit Theory of Leadership
- Judgment and Decision-Making Process
- Judgment and Decision-Making Process: Advice Giving and Taking
- Judgment and Decision-Making Process: Heuristics, Cognitive Biases, and Contextual Influences
- Leader–Member Exchange Theory
- Leadership and Supervision
- Least Preferred Coworker Theory
- Life-cycle Model of Leadership
- Normative Models of Decision Making and Leadership
- Reinforcement Theory of Work Motivation
- Situational Approach to Leadership
- Spirituality and Leadership at Work
- Trait Approach to Leadership
- Transformational and Transactional Leadership
- Trust
- Industrial Psychology: Groups, Teams, and Working with Others
- Conflict at Work
- Conflict Management
- Diversity in the Workplace
- Group Cohesiveness
- Group Decision-Making Quality and Performance
- Group Decision-Making Techniques
- Group Development
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- Groups
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- Input–Process–Output Model of Team Effectiveness
- Intergroup Relations
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- Justice in Teams
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- Networking
- Social Exchange Theory
- Social Loafing
- Social Norms and Conformity
- Social Support
- Team Building
- Team Mental Model
- Team-Based Rewards
- Virtual Teams
- Workplace Romance
- Industrial Psychology: Employee Well-Being and Attitudes
- Affective Events Theory
- Attitudes and Beliefs
- Boredom at Work
- Emotional Burnout
- Emotional Labor
- Emotions
- Eustress
- Job Satisfaction
- Job Satisfaction Measurement
- Job Security/Insecurity
- Mood
- Morale
- Organizational Commitment
- Organizational Cynicism
- Organizational Justice
- Psychological Contract
- Quality of Work Life
- Role Ambiguity
- Role Conflict
- Role Overload and Underload
- Stress, Consequences
- Stress, Coping and Management
- Stress, Models and Theories
- Theory of Reasoned Action/Theory of Planned Behavior
- Union Commitment
- Work–Life Balance
- Industrial Psychology: Organizational Structure, Design, and Change
- Attraction–Selection–Attrition Model
- Automation/Advanced Manufacturing Technology/Computer-Based Integrated Technology
- Balanced Scorecard
- Compressed Workweek
- Downsizing
- Entrepreneurship
- Flexible Work Schedules
- Globalization
- High-Performance Organization Model
- Learning Organizations
- Mergers, Acquisitions, and Strategic Alliances
- Organizational Behavior
- Organizational Behavior Management
- Organizational Change
- Organizational Change, Resistance to
- Organizational Climate
- Organizational Communication, Formal
- Organizational Communication, Informal
- Organizational Culture
- Organizational Development
- Organizational Image
- Organizational Politics
- Organizational Sensemaking
- Organizational Structure
- Outsourcing
- Shiftwork
- Sociotechnical Approach
- Strategic Planning
- Survivor Syndrome
- Terrorism and Work
- Theory of Action
- Total Quality Management
- Virtual Organizations
- Workplace Injuries
- Workplace Safety
- Professional Organizations and Related Fields
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