Procedural Fairness Standards in Pay scale

Abstract

The Procedural Fairness Standards in Pay scale (PFSP), developed by Foard F. Jones, Vida Scarpello, and Thomas J. Bergmann (1999), is a multidimensional psychometric instrument constructed to evaluate the normative criteria and comparative standards that employees utilize when appraising the procedural justice of organizational compensation systems. Grounded in organizational justice theory—specifically Leventhal’s procedural rules and Thibaut and Walker’s control models—the scale operationalizes procedural pay justice into five distinct operational dimensions: Supervisory Support (9 items), Accuracy (7 items), Process Control (6 items), Justification (4 items), and Bias Suppression (4 items), yielding a comprehensive 30-item measurement battery. Responses are recorded on an authentic 5-point Likert-type scale anchored from 1 (“not at all accurate”) to 5 (“very accurate”). Psychometric evaluations demonstrate exceptional internal consistency reliability across the subscales, with Cronbach’s alpha coefficients ranging from .81 for Bias Suppression to .96 for Accuracy, alongside a composite reliability of .95 for the combined Non-Control Index (encompassing supervisory support, accuracy, justification, and bias suppression). Construct, convergent, and criterion-related validity have been empirically validated; dimensions demonstrate robust associations with pay satisfaction, supervisor satisfaction, organizational commitment, and perceptions of performance appraisal fairness. This article presents an exhaustive psychometric exposition of the PFSP, explicating its theoretical lineage, factorial integrity, practical administration procedures, scoring algorithms, and the full inventory of authenticated items.

Keywords

procedural justice, procedural fairness standards, compensation systems, pay satisfaction, performance appraisal, process control, supervisory support, organizational justice, psychometrics, bias suppression

Authors

The Procedural Fairness Standards in Pay scale was conceptualized, developed, and validated by a consortium of distinguished organizational behavior and human resource management scholars:

• Foard F. Jones, Ph.D. — Professor of Management, Department of Management, College of Business Administration, University of Central Florida, Orlando, Florida, United States. Dr. Jones specializes in organizational justice, employee attitudes, compensation administration, and workplace fairness perceptions.
• Vida Scarpello, Ph.D. — Professor Emeritus of Human Resource Management, Department of Management, Terry College of Business, University of Georgia, Athens, Georgia, United States. Dr. Scarpello is renowned for foundational contributions to compensation theory, job evaluation methodologies, and employee pay satisfaction constructs.
• Thomas J. Bergmann, Ph.D. — Professor of Management and Human Resources, Department of Management and Marketing, University of Wisconsin–Eau Claire, Eau Claire, Wisconsin, United States. Dr. Bergmann’s scholarship focuses on labor relations, wage and salary administration, and organizational reward structures.

Purpose

The primary purpose of the Procedural Fairness Standards in Pay (PFSP) scale is to assess the cognitive standards, comparison heuristics, and procedural benchmarks employees apply when determining whether an organization’s pay determination architecture is equitable, ethical, and structurally sound. Compensation represents one of the most critical structural and psychological linkages connecting an individual to an employing enterprise. While early compensation research disproportionately focused on distributive justice—evaluating the perceived fairness of outcome ratios based on Adams’ equity theory—empirical inquiries consistently indicated that favorable pay levels alone do not guarantee institutional trust, employee retention, or high job satisfaction. The procedural mechanisms governing how pay is calculated, communicated, and renegotiated exert profound, independent effects on employee attitudes and organizational functioning.

In research contexts, the PFSP provides organizational scientists with an empirically robust diagnostic instrument capable of isolating which specific procedural dimensions dictate overall pay fairness perceptions. By decomposing fairness into supervisory representation, informational accuracy, employee voice (process control), systemic justification, and neutrality (bias suppression), the instrument facilitates granular investigations into mediation models, structural equation configurations, and boundary conditions that govern organizational justice phenomena. The scale enables researchers to assess whether pay dissatisfaction stems from interpersonal supervisory breakdowns, systemic informational deficits, or exclusionary policy governance.

In applied organizational and human resource consulting settings, the PFSP serves as a critical organizational audit tool. HR professionals and compensation strategists utilize the battery to diagnose points of perceived systemic injustice within merit pay plans, incentive systems, and job evaluation frameworks. Because pay dissatisfaction frequently leads to counterproductive work behaviors, voluntary turnover, workplace grievance filings, and reduced organizational citizenship behaviors, deploying the PFSP allows leaders to identify whether managerial behaviors (e.g., lack of supervisory advocacy) or structural policies (e.g., lack of employee voice in pay allocation) are undermining compensation policy effectiveness.

Psychological Construct

The core construct captured by the PFSP is perceived procedural fairness in compensation administration, defined as an employee’s subjective, cognitive appraisal of the structural mechanisms, relational interactions, and normative rules governing pay allocation decisions within an organization. Rather than treating procedural justice as a monolithic, global judgment, the PFSP posits that employees evaluate pay procedures across five interdependent yet distinct psychological and operational dimensions:

1. Supervisory Support (9 items)

This dimension operationalizes the immediate supervisor’s advocacy, transparency, and ethical conduct regarding pay matters. It evaluates whether the line manager champions the employee’s monetary interests to higher management tiers, demonstrates genuine concern for the worker’s financial well-being, fights for legitimate pay adjustments, ensures the immediate work group receives an equitable allocation of the departmental budget, and communicates openly, honestly, and ethically regarding fiscal limitations and reward criteria. In organizational settings, the direct supervisor is the primary human interface representing the organization’s pay philosophy; hence, supervisory support captures both structural advocacy and relational justice.

2. Accuracy (7 items)

The accuracy dimension reflects the degree to which compensation judgments and performance appraisal ratings are rooted in objective, observable, consistent, and relevant empirical information. Drawing from psychometric and cognitive measurement tenets, this standard measures whether the supervisor becomes thoroughly familiar with an employee’s actual daily output, engages in frequent observational monitoring, utilizes pertinent job-related metrics rather than extraneous factors, consistently applies standardized evaluative rubrics across observation intervals, and gives serious consideration to legitimate employee appeals regarding performance appraisal scores.

3. Process Control (6 items)

Grounded in procedural justice models of legal adjudication, process control (often conceptualized as “voice”) evaluates the extent to which employees are afforded structured opportunities to articulate their viewpoints, supply bottom-up information, and potentially influence the compensation architecture. The PFSP segments this dimension into two structural loci: input directed toward institutional organizational administration (e.g., expressing views regarding macro-level pay allocation, job banding, annual pay raises, and employee benefits) and input directed toward the immediate supervisor prior to formal compensation recommendations.

4. Justification (4 items)

Justification measures informational justice and the transparent accounting of administrative logic. It assesses the degree to which organizational representatives proactively explain the rationale underlying compensation policies, articulate the specific criteria dictating the magnitude of merit pay increments, provide comprehensive answers to employee queries regarding benefits and wages, and notify staff in advance regarding forthcoming procedural revisions that could influence their remuneration.

5. Bias Suppression (4 items)

Bias suppression reflects the foundational moral imperative of administrative neutrality and impartiality. It assesses whether pay and performance appraisal determinations remain uncontaminated by supervisory self-interest, personal prejudice, interpersonal favoritism, nepotism, or extraneous political factors. High scores reflect an administrative process governed strictly by merit, equity, and dispassionate objectivity.

The Combined Non-Control Index

In their psychometric conceptualization, Jones, Scarpello, and Bergmann (1999) demonstrated that while Process Control operates as a distinct instrumental “voice” factor, the remaining four dimensions—Supervisory Support, Accuracy, Justification, and Bias Suppression—cohere strongly into a second-order Non-Control Index. This composite index represents the objective, informational, and relational standards maintained by the organization independent of whether the focal employee possesses personal agency or participatory input into the final outcome.

Theoretical Framework

The theoretical architecture underpinning the Procedural Fairness Standards in Pay scale synthesizes two classical paradigms within social and organizational psychology: the Leventhal Procedural Rules Model (Leventhal, 1980) and the Thibaut and Walker Control Model (Thibaut & Walker, 1975), augmented by Social Exchange Theory (Blau, 1964) and the Group Engagement Model of justice (Tyler & Blader, 2003).

Leventhal’s Procedural Rules

Gerald Leventhal (1980) expanded organizational justice theory beyond outcome distributions by articulating six fundamental procedural criteria that individuals utilize to determine systemic fairness: consistency, bias suppression, accuracy of information, correctability, representativeness, and ethicality. The PFSP directly operationalizes these theoretical rules within pay administration. Accuracy directly embodies Leventhal’s information accuracy rule; Bias Suppression reflects the neutrality rule; Justification addresses ethicality and consistency; and Supervisory Support incorporates correctability and ethical stewardship.

Thibaut and Walker’s Control Paradigm

John Thibaut and Laurens Walker (1975) distinguished between two distinct modalities of individual control within dispute resolution and institutional allocation: decision control (the actual authority to determine the final outcome) and process control (the opportunity to present evidence, arguments, and perspectives before an authority makes a binding determination). Thibaut and Walker established the “fair process effect,” demonstrating that when individuals perceive high process control, they judge outcomes as significantly more legitimate and fair—even when the ultimate outcome is adverse or unfavorable. The PFSP explicitly captures process control by separating macro-organizational voice (e.g., job pay and benefit allocation) from micro-supervisory voice (e.g., pre-decision pay raise consultations).

Social Exchange Theory and the Relational Model of Justice

According to Peter Blau’s (1964) social exchange framework, organizational relationships are governed by norms of reciprocity. While economic exchanges are transactional and bound by contractual clarity, social exchanges rely on open-ended trust, respect, and mutual obligation. Tyler and Lind’s (1992) relational model of justice posits that procedural justice conveys symbolic information regarding an individual’s status, worth, and inclusion within an organization. Within the PFSP, dimensions such as Supervisory Support and Justification signify that the organization values the employee’s dignity and contributions. When supervisors exhibit high support and honest justification, employees experience socioemotional validation, reinforcing a strong social exchange relationship that manifests as elevated organizational commitment and heightened pay satisfaction.

Validity

The construct, criterion-related, convergent, and discriminant validities of the Procedural Fairness Standards in Pay scale were rigorously established across diverse organizational samples by Jones, Scarpello, and Bergmann (1999) and replicated in subsequent empirical investigations in industrial-organizational psychology.

Convergent and Inter-Dimensional Validity

Empirical analyses confirmed that all five subscales are positively and significantly intercorrelated, reflecting their shared membership in the overarching procedural justice domain. However, correlations between the subscales remained within the moderate-to-high range (.40 to .72), indicating that each subscale captures an empirically distinct operational standard rather than redundant variance. For instance, while Supervisory Support and Justification correlate substantially, they represent theoretically divergent loci: the former measures personal advocacy and moral alliance, whereas the latter evaluates specific informational transparency regarding administrative pay rules.

Criterion-Related and Predictive Validity

Criterion-related validity was established through bivariate correlations and multiple regression equations predicting core organizational outcomes:

• Pay Satisfaction: Process control, supervisory support, accuracy, justification, bias suppression, and the combined Non-Control Index exhibited statistically significant positive correlations with overall pay satisfaction (measured via standard instruments like the Pay Satisfaction Questionnaire; Heneman & Schwab, 1985). Process control uniquely predicted satisfaction with pay raises and pay administration policies.
• Supervisor Satisfaction: Supervisory support and justification demonstrated exceptionally strong predictive validity for subordinate satisfaction with the direct supervisor, demonstrating that relational justice within pay administration directly influences supervisory trust.
• Organizational Commitment: All five dimensions and the Non-Control Index correlated positively and significantly with affective organizational commitment. Regression models demonstrated that non-control standards (particularly accuracy and supervisory advocacy) account for significant increments in organizational commitment beyond distributive pay levels.
• Performance Appraisal and Job Evaluation Fairness: Process control correlated positively with employee judgments regarding the perceived fairness of job evaluation methodologies, performance appraisal ratings, and merit pay distribution formulas.

Discriminant Validity

Factor-analytic evidence confirmed that items loading onto procedural fairness standards remain distinct from measures of distributive justice (e.g., equity ratios, absolute salary level) and interactional justice. The empirical independence of the Process Control dimension from the Non-Control dimensions highlights the structural demarcation between personal voice mechanisms and institutional structural standards.

Reliability

The PFSP possesses robust internal consistency reliability across its individual subscales and composite indices. In the seminal psychometric validation study conducted by Jones, Scarpello, and Bergmann (1999), Cronbach’s alpha coefficients for all five dimensions exceeded traditional psychometric thresholds of acceptability (.70) and excellence (.80):

• Supervisory Support Subscale (9 items): α = .92, indicating exceptional internal consistency and low item-specific measurement error.
• Accuracy Subscale (7 items): α = .96, demonstrating remarkable homogeneity among items evaluating performance monitoring, consistent standards, and observational relevance.
• Process Control Subscale (6 items): α = .92, confirming strong structural cohesion across items capturing voice directed toward organizational administration and the supervisor.
• Justification Subscale (4 items): α = .91, reflecting high internal reliability in assessing administrative communication and explanation.
• Bias Suppression Subscale (4 items): α = .81, demonstrating solid psychometric reliability despite the inclusion of reverse-coded items designed to minimize acquiescence bias.
• Combined Non-Control Index (24 items): α = .95, representing the aggregated composite score derived from supervisory support, accuracy, justification, and bias suppression.

Subsequent psychometric evaluations across organizational sectors have confirmed the temporal stability and structural robustness of these reliability parameters, demonstrating that the scale maintains high consistency across diverse job classifications, managerial hierarchies, and organizational compensation structures.

Factor Analysis

Jones, Scarpello, and Bergmann (1999) executed exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) routines to discern and validate the latent factorial architecture of the PFSP.

Exploratory Factor Structure

Initial factor extractions using principal axis factoring with oblique (Promax) rotation revealed a clear five-factor solution corresponding directly to the theoretical constructs:

• Factor 1: Supervisory Support — All 9 items loaded strongly (loadings typically exceeding .65) on an advocacy/supportive leadership factor, with negligible cross-loadings on other dimensions.
• Factor 2: Accuracy — 7 items formed a distinct dimension capturing empirical rigour in performance evaluation (loadings ranging between .70 and .88).
• Factor 3: Process Control — 6 items coalesced around personal voice, cleanly separating input regarding institutional compensation policies from routine managerial interaction.
• Factor 4: Justification — 4 items loaded cleanly on informational transparency and explanatory adequacy regarding pay adjustments.
• Factor 5: Bias Suppression — 4 items formed an independent factor measuring the absence of favoritism and extraneous political considerations.

Confirmatory Factor Analysis and Structural Models

CFA testing demonstrated that a five-factor first-order oblique model provided an acceptable fit to empirical data, outperforming alternative unifactorial (single general procedural justice factor) and three-factor rival specifications. When evaluating higher-order configurations, Jones et al. (1999) verified that a two-factor second-order model—consisting of a Process Control factor and a higher-order Non-Control Factor (subsuming Supervisory Support, Accuracy, Justification, and Bias Suppression)—yielded superior fit indices (χ²/df ratio < 2.5, CFI > .92, TLI > .90, RMSEA ≤ .06), affirming the conceptual distinction between employee agency (voice) and administrative procedural standards.

Instrument / Measurement Tool

The PFSP is a structured, self-report psychometric battery designed for administrative or online organizational deployment. The technical parameters of the instrument are outlined below:

• Instrument Type: Multidimensional psychometric self-report rating inventory.
• Target Population: Employed adult populations subject to formal organizational compensation, merit pay, performance appraisal, or wage evaluation systems.
• Total Item Count: 30 items.
• Dimensional Breakdown:
  • Supervisory Support: 9 items (Items 1–9)
  • Accuracy: 7 items (Items 10–16)
  • Process Control: 6 items (Items 17–22)
  • Justification: 4 items (Items 23–26)
  • Bias Suppression: 4 items (Items 27–30)
• Authentic Response Scale: 5-point Likert-type scale:
  • 1 = Not at all accurate
  • 2 = Slightly accurate
  • 3 = Moderately accurate
  • 4 = Considerably accurate
  • 5 = Very accurate
• Reverse-Coded Items: Items 27 and 28 in the Bias Suppression subscale are negatively worded (“Allows personal motives or bias to influence performance appraisal ratings” and “Is influenced by things that should not be considered in his/her pay decisions”). These items must be reversed prior to computing scale scores: 1 → 5, 2 → 4, 3 → 3, 4 → 2, 5 → 1.
• Scoring and Index Computation:
  • Subscale Scores: Calculated by averaging the items within each respective dimension. Mean scores range from 1.0 to 5.0, with higher scores reflecting greater perceived fairness.
  • Non-Control Index: Computed by taking the mean across the 24 items comprising Supervisory Support, Accuracy, Justification, and recoded Bias Suppression.
  • Process Control Index: Computed by averaging the 6 items measuring institutional and supervisory voice.

Permissions & Fee and Test Year

The Procedural Fairness Standards in Pay scale was published in 1999 by Foard F. Jones, Vida Scarpello, and Thomas J. Bergmann in the Journal of Occupational and Organizational Psychology. The copyright is held by the British Psychological Society (published by Wiley-Blackwell). The instrument was reproduced from Table 1 (pp. 134–135) of the original publication.

The scale may be utilized by academic scholars, university researchers, and non-commercial educational investigators for non-funded empirical research without payment of royalities, provided that appropriate formal academic citations are attributed to Jones, Scarpello, and Bergmann (1999). For commercial deployments, large-scale proprietary corporate climate surveys, or reproduction within published testing batteries, explicit written copyright permission and licensing clearances must be obtained directly from Wiley Periodicals, Inc. and the British Psychological Society via the Copyright Clearance Center (RightsLink).

References

• Adams, J. S. (1965). Inequity in social exchange. In L. Berkowitz (Ed.), Advances in Experimental Social Psychology (Vol. 2, pp. 267–299). Academic Press. https://doi.org/10.1016/S0065-2601(08)60108-2
• Blau, P. M. (1964). Exchange and power in social life. John Wiley & Sons.
• Heneman, H. G., & Schwab, D. P. (1985). Pay satisfaction: Its multidimensional nature and measurement. International Journal of Psychology, 20(2), 129–141. https://doi.org/10.1080/00207598508247727
• Jones, F. F., Scarpello, V., & Bergmann, T. (1999). Pay procedures—What makes them fair? Journal of Occupational and Organizational Psychology, 72(2), 129–145. https://doi.org/10.1348/096317999166581
• Leventhal, G. S. (1980). What should be done with equity theory? New approaches to the study of fairness in social relationships. In K. J. Gergen, M. S. Greenberg, & R. H. Willis (Eds.), Social exchange: Advances in theory and research (pp. 27–55). Plenum Press. https://doi.org/10.1007/978-1-4613-3087-5_2
• Thibaut, J. W., & Walker, L. (1975). Procedural justice: A psychological analysis. L. Erlbaum Associates.
• Tyler, T. R., & Blader, S. L. (2003). The group engagement model: Procedural justice, social identity, and cooperative behavior. Personality and Social Psychology Review, 7(4), 349–361. https://doi.org/10.1207/S15327957PSPR0704_07
• Tyler, T. R., & Lind, E. A. (1992). A relational model of authority in groups. In M. P. Zanna (Ed.), Advances in Experimental Social Psychology (Vol. 25, pp. 115–191). Academic Press. https://doi.org/10.1016/S0065-2601(08)60283-X

13. Items of the Scale (Questionnaire)