1. Abstract
The Job Satisfaction Survey (JSS) is an extensively utilized psychometric instrument developed by Paul E. Spector in 1985, specifically engineered to evaluate employee attitudes, morale, and multidimensional cognitive-affective evaluations across diverse organizational sectors, originally emphasizing human services, public administration, and nonprofit contexts. Comprising exactly 36 items distributed evenly across nine distinct workplace facets (four items per subscale), the JSS assesses: Pay, Promotion, Supervision, Fringe Benefits, Contingent Rewards, Operating Procedures, Co-workers, Nature of Work, and Communication. Each item is scored using a standardized 6-point Likert-type scale ranging from 1 (“disagree very much”) to 6 (“agree very much”), incorporating 19 positively keyed statements and 17 negatively keyed, reverse-scored statements to mitigate acquiescence response set bias.
Psychometrically, the JSS exhibits robust empirical characteristics across a wide range of operational environments and multinational settings. Internal consistency reliability, operationalized via Cronbach’s alpha, demonstrates an overall composite reliability typically exceeding .89 (e.g., Blau, 1999; Spector, 1985, 1997), while individual subscale alphas generally vary between .60 and .91 across representative normative populations. Test-retest reliability estimates across multi-week intervals demonstrate stability coefficients ranging from .37 to .74 for individual facets and .71 for total satisfaction scores. Extensive factor-analytic studies, including exploratory and confirmatory factor analyses, validate the multidimensional construct architecture, establishing acceptable goodness-of-fit indices and distinct convergent, discriminant, and criterion-related validity metrics. Scores predict pivotal organizational criteria including turnover intention, organizational citizenship behavior, burnout, absenteeism, and perceived organizational support, establishing the JSS as a quintessential operational instrument in contemporary industrial and organizational psychology.
2. Keywords
Job Satisfaction Survey, JSS, Paul E. Spector, organizational psychology, employee attitudes, job facets, human service organizations, psychometrics, workplace morale, job satisfaction measurement
3. Authors
The Job Satisfaction Survey was originated, developed, and empirically validated by Paul E. Spector, Ph.D.
- Affiliation: Distinguished Professor Emeritus of Industrial and Organizational Psychology, Department of Psychology, University of South Florida, Tampa, Florida, United States.
- Academic Focus: Organizational psychology, occupational health psychology, workplace stress, counterproductive work behavior, employee attitudes, research methodology, and cross-cultural psychometrics.
- Contact and Scholarly Repository: Dr. Spector maintains an open scholarly repository dedicated to the JSS and associated psychometric tools via his official website (paulspector.com).
4. Purpose
The overarching purpose of the Job Satisfaction Survey (JSS) is to provide an empirically grounded, psychometrically sound, and diagnostic metric for capturing the multifaceted nature of employee job satisfaction. Historically, prominent instruments such as the Job Descriptive Index (JDI; Smith, Kendall, & Hulin, 1969) and the Minnesota Satisfaction Questionnaire (MSQ; Weiss et al., 1967) were developed primarily within private, for-profit manufacturing, corporate, and military environments. While these classic inventories set gold standards for the field, Spector (1985) recognized that human service, public sector, and non-profit organizations possess unique structural, financial, and operational characteristics that existing instruments failed to delineate adequately.
Human service agencies, social welfare departments, healthcare systems, educational institutions, and public sector bureaus frequently operate under civil service regulations, constrained salary matrices, intense administrative red tape, and relational emotional demands. In these environments, intrinsic rewards, workplace communication, fringe benefits, administrative barriers, and supervisory dynamics take on specialized meanings that differ from private-sector commerce. Consequently, the JSS was purposefully designed to cover both universal organizational components (e.g., pay, promotion, supervision) and specific operational constraints (e.g., operating procedures, administrative red tape, contingent social rewards, and intra-organizational communication).
In applied organizational development and clinical occupational health, the JSS serves as a vital diagnostic utility. Practitioners can aggregate responses across distinct departments, occupational roles, or managerial tiers to conduct climate audits, identify structural distress points, and implement targeted interventions. For instance, rather than revealing a generalized, ambiguous low-morale score, the JSS can isolate whether employee distress stems specifically from procedural burdens (operating procedures), lack of recognition (contingent rewards), or ambiguity in operational expectations (communication). In scholarly organizational research, the instrument allows investigators to test complex structural equation models exploring how differential job facets interact with constructs such as emotional labor, workplace incivility, secondary traumatic stress, counterproductive work behaviors, organizational commitment, and voluntary turnover.
5. Psychological Construct
The construct of job satisfaction represents an evaluative cognitive and affective judgment an individual renders concerning their overall occupational experience or specific components thereof. The Job Satisfaction Survey assesses this overarching construct through nine correlated, conceptually distinct facet dimensions, each measured via four dedicated items:
1. Pay Satisfaction
Pay satisfaction evaluates an employee’s cognitive appraisal of their monetary compensation, financial equity, and perceived remuneration relative to job demands and external market standards. It measures not merely the absolute quantum of earnings, but the perceived fairness and frequency of remuneration reviews and financial advancements.
2. Promotion Satisfaction
This dimension assesses attitudes regarding intra-organizational upward mobility, the transparency and fairness of promotional policies, and the empirical speed and availability of career ladder progression within the employing organization.
3. Supervision Satisfaction
Supervision satisfaction captures the employee’s affective appraisal of their immediate superior’s behavioral competencies, administrative fairness, technical proficiency, interpersonal respect, and emotional responsiveness to subordinate well-being.
4. Fringe Benefits Satisfaction
This subscale investigates employee evaluation of indirect compensation packages, such as health insurance, retirement plans, paid leave, and other corporate or institutional perquisites, emphasizing package comprehensiveness and perceived market comparability.
5. Contingent Rewards Satisfaction
Contingent rewards reflect perceived organizational recognition, appreciation, praise, and social reinforcement granted contingent upon quality task execution and exemplary work performance. Unlike pure monetary pay, this construct focuses on symbolic, behavioral, and formal acknowledgement of an employee’s contributions.
6. Operating Procedures (Operating Conditions)
Operating procedures measure satisfaction with organizational rules, administrative regulations, paperwork burdens, bureaucratic constraints, and workflow roadblocks that either facilitate or impede effective task completion. In human services and public bureaucracy, excessive red tape and workload overload serve as salient sources of dissatisfaction.
7. Co-workers Satisfaction
This subscale appraises the quality of lateral interpersonal relationships within the workplace, encompassing peer competence, collegiality, mutual professional support, and the presence or absence of horizontal conflict, friction, or interpersonal bickering.
8. Nature of Work Satisfaction
Nature of work measures the intrinsic affective appraisal of the day-to-day job duties, tasks, and occupational activities. It captures feelings of task significance, pride, occupational enjoyment, intrinsic meaningfulness, and personal fulfillment derived from engaging in work activities.
9. Communication Satisfaction
Communication assesses the clarity, transparency, frequency, and adequacy of intra-organizational information exchange. This includes understanding the overarching strategic goals of the organization, role clarity, transparency regarding managerial decisions, and the explicit transmission of work assignment directives.
6. Theoretical Framework
The conceptual architecture of the Job Satisfaction Survey is rooted in classic and contemporary theories of organizational behavior, work motivation, and occupational health psychology. Foremost among these is the conceptualization articulated by Edwin A. Locke in his seminal Value-Percept Theory of job satisfaction (Locke, 1969, 1976). Locke conceptualized job satisfaction as a pleasurable or positive emotional state resulting from the appraisal of one’s job as achieving or facilitating the achievement of one’s work values. According to Locke, job satisfaction is fundamentally facet-differentiated: individuals assess discrepancies between what they desire from work facets (e.g., pay, recognition, autonomy) and what they perceive themselves to receive.
The JSS also integrates principles from Frederick Herzberg‘s Two-Factor (Motivator-Hygiene) Theory (Herzberg, 1966). While Spector did not adopt Herzberg’s rigid conceptual bifurcation—which posited that hygiene factors cannot produce true satisfaction—the JSS intentionally balances traditional hygiene factors (such as pay, fringe benefits, operating procedures, and supervision) with intrinsic motivator dimensions (such as nature of work, recognition/contingent rewards, and promotional advancement). By structuring nine specific facets, the JSS operationalizes the comprehensive environmental landscape that governs both dissatisfaction alleviation and the stimulation of positive occupational motivation.
Furthermore, the design of the JSS aligns directly with modern stress-appraisal frameworks, particularly the Transactional Model of Stress and Coping formulated by Richard Lazarus and Susan Folkman (1984), and the Job Demands-Resources (JD-R) Model (Bakker & Demerouti, 2007). In human services and public organizations, factors captured under “Operating Procedures” represent explicit organizational demands (e.g., administrative red tape, excessive paperwork, quantitative overload) that deplete cognitive and psychological resources. Conversely, dimensions such as “Supervision”, “Co-workers”, and “Communication” represent structural and social resources that buffer against professional strain, operational exhaustion, and occupational burnout. Spector’s framework thus views job satisfaction not as a static, monolithic reaction, but as a composite of cognitive and affective evaluations spanning resources, systemic constraints, and intrinsic task valence.
7. Validity
Extensive psychometric investigations conducted over four decades have produced strong evidence for the construct, convergent, discriminant, and criterion-related validity of the Job Satisfaction Survey.
Construct and Convergent Validity
Spector’s (1985) original validation study examined a normative sample of 3,148 personnel across human service and public sector agencies. Construct validity was corroborated by correlating JSS subscales with corresponding subscales of the established Job Descriptive Index (JDI). Convergent correlations between parallel subscales were exceptionally strong: pay satisfaction on the JSS correlated at .62 with JDI Pay; promotion correlated at .59 with JDI Promotion; supervision correlated at .77 with JDI Supervision; co-workers correlated at .64 with JDI Co-workers; and nature of work correlated at .80 with JDI Work Itself. These findings demonstrate that the JSS accurately assesses targeted job facets while providing broader coverage of facets not represented on the JDI, such as benefits, contingent rewards, communication, and operating procedures.
Criterion-Related and Predictive Validity
The JSS has exhibited predictive utility across numerous longitudinal and cross-sectional organizational investigations. Spector (1985, 1997) documented significant negative correlations between JSS total and facet scores and objective voluntary employee turnover, intention to quit (often ranging from r = -.40 to -.60), absenteeism, and somatic health complaints. Blau (1999) utilized the JSS in a longitudinal framework examining public transit personnel, finding that baseline job satisfaction significantly predicted professional commitment and anticipated job utility across time, even when controlling for organizational downsizing and shift assignments.
Discriminant Validity
Discriminant validity is supported by differential correlation profiles among individual subscales with external criteria. For example, while “Supervision” and “Co-workers” correlate robustly with interpersonal workplace climate and leadership styles, “Operating Procedures” uniquely correlates with objective measures of bureaucratic paperwork and administrative delay. Similarly, “Pay” and “Benefits” demonstrate discriminant divergence from purely intrinsic motivational metrics, confirming that employees distinguish structural economic provisions from interpersonal and intrinsic occupational facets.
8. Reliability
The reliability of the Job Satisfaction Survey has been documented across normative, non-normative, and cross-cultural employee cohorts.
Internal Consistency
In Spector’s (1985) foundational derivation sample (N = 2,870 to 3,148), Cronbach’s alpha for the overall 36-item scale reached .91. The subscale internal consistency reliabilities across the nine four-item facets were as follows:
- Pay: α = .75
- Promotion: α = .73
- Supervision: α = .82
- Fringe Benefits: α = .73
- Contingent Rewards: α = .76
- Operating Procedures: α = .60
- Co-workers: α = .60
- Nature of Work: α = .78
- Communication: α = .71
Subsequent independent studies have replicated these coefficients. For example, Blau (1999) documented an overall internal consistency alpha of .89. While most subscales reliably cluster in the .70 to .85 range, the slightly lower alpha values observed for “Operating Procedures” and “Co-workers” (.60 to .65) are widely recognized in psychometric literature as reflecting the brevity of four-item indices combined with the multifaceted nature of those specific operational domains (e.g., operating procedures encompasses both red tape and workload volume).
Test-Retest Stability
Temporal stability evaluated over multi-week test-retest intervals indicates adequate reliability. Spector (1985) evaluated test-retest reliability over a sample of 101 municipal employees reassessed after an interval of 18 months. Total satisfaction exhibited a stability coefficient of r = .71. Individual subscale test-retest correlations over this extended timeframe ranged from .37 to .74, reflecting both the stability of underlying evaluative dispositions and actual shifts in administrative policies, supervisor behaviors, and economic rewards over an 18-month duration.
9. Factor Analysis
The structural dimensionality of the Job Satisfaction Survey has undergone rigorous empirical scrutiny through both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA).
Exploratory Factor Analysis
In the original scale development phase, Spector (1985) conducted principal components and exploratory common factor analyses with oblique rotations across large cohorts of human service employees. The exploratory models empirically supported the extraction of nine correlated substantive factors, which accounted for approximately 64% of the total item variance. Each of the 36 items demonstrated primary factor loadings ranging from .45 to .82 on its designated theoretical facet, with cross-loadings onto non-target factors generally remaining below .25. Spector (1997) emphasized that while inter-factor correlations exist—demonstrating an overarching higher-order general satisfaction factor—the nine lower-order factors maintain empirical distinctiveness.
Confirmatory Factor Analysis and Structural Fit
Subsequent confirmatory factor analytic studies across international settings and diverse occupational sectors (e.g., healthcare workers, academic faculty, civil servants, corporate staff) have compared competing hierarchical models: unidimensional (single-factor) models, independent nine-factor models, correlated nine-factor models, and hierarchical second-order models where a general job satisfaction factor governs nine primary facet factors. The correlated nine-factor model and the hierarchical second-order structure consistently outperform alternative specifications.
Standard goodness-of-fit parameters reported across modern CFA validations typically exhibit: Comparative Fit Index (CFI) values between .90 and .95; Tucker-Lewis Index (TLI) values between .89 and .94; Root Mean Square Error of Approximation (RMSEA) values between .045 and .065; and Standardized Root Mean Square Residual (SRMR) values below .06. Item loadings in CFA testing routinely exceed the standard .40 threshold, confirming that each four-item cluster captures its designated facet construct.
10. Instrument / Measurement Tool
- Instrument Name: Job Satisfaction Survey (JSS)
- Author: Paul E. Spector, Ph.D.
- Year of Development: 1985
- Construct Assessed: Facet-specific and global employee job satisfaction
- Administration Format: Self-administered paper-and-pencil or digital/computer-assisted questionnaire
- Target Population: Working adults across organizational sectors; originally human service, public, and nonprofit personnel, but widely validated across private corporations, healthcare, and education
- Total Item Count: 36 items
- Subscale Architecture: 9 subscales with exactly 4 items each:
- Pay Satisfaction: Items 1, 10, 19, 28
- Promotion Satisfaction: Items 2, 11, 20, 33
- Supervision Satisfaction: Items 3, 12, 21, 30
- Fringe Benefits Satisfaction: Items 4, 13, 22, 29
- Contingent Rewards Satisfaction: Items 5, 14, 23, 32
- Operating Procedures Satisfaction: Items 6, 15, 24, 31
- Co-workers Satisfaction: Items 7, 16, 25, 34
- Nature of Work Satisfaction: Items 8, 17, 26, 35
- Communication Satisfaction: Items 9, 18, 27, 36
- Response Format: Responses are obtained on a 6-point Likert-type scale where 1 = disagree very much, 2 = disagree moderately, 3 = disagree slightly, 4 = agree slightly, 5 = agree moderately, and 6 = agree very much.
- Scoring and Directionality:
- 19 items are positively keyed and scored directly: 1, 3, 5, 7, 8, 10, 11, 12, 14, 16, 17, 20, 21, 22, 25, 26, 30, 32, 35.
- 17 items are negatively keyed and reverse-scored (R): 2, 4, 6, 9, 13, 15, 18, 19, 23, 24, 27, 28, 29, 31, 33, 34, 36. Reverse transformation formula:
Score_Reversed = 7 - Raw_Response(e.g., 1 becomes 6, 2 becomes 5, 3 becomes 4, etc.).
- Score Calculation and Interpretation:
- Facet Subscale Scores: Sum the four items belonging to each facet (score range: 4 to 24) or calculate the subscale mean (range: 1.0 to 6.0).
- Total Satisfaction Score: Sum all 36 items (score range: 36 to 216) or calculate the grand mean across all items (range: 1.0 to 6.0).
- Interpretive Cutoffs (Spector, 1997): For subscale totals (range 4–24): scores from 4 to 12 indicate dissatisfaction; scores from 16 to 24 indicate satisfaction; scores between 12 and 16 reflect ambivalence. For total scores (range 36–216): scores from 36 to 108 indicate dissatisfaction; scores from 144 to 216 indicate satisfaction; scores between 108 and 144 reflect ambivalence.
- Administration Time: Approximately 8 to 15 minutes
11. Permissions & Fee and Test Year
The Job Satisfaction Survey was originally published by Paul E. Spector in 1985. The copyright of the survey instrument is held by Paul E. Spector (with documentation also appearing via SAGE Publications in Spector, 1997).
Dr. Spector has generously made the Job Satisfaction Survey freely accessible for non-commercial research, academic, and non-profit educational applications. Researchers and students may administer the JSS without paying licensing fees or requesting explicit formal permission, provided that appropriate scholarly attribution is accorded in subsequent publications and theses. Commercial consulting firms, for-profit corporations, or practitioners intending to utilize the JSS for commercial gain, organizational restructuring consulting, or proprietary diagnostic services must obtain formal licensing permission directly from the copyright holder via his official platform (paulspector.com).
12. References
- Bakker, A. B., & Demerouti, E. (2007). The Job Demands-Resources model: State of the art. Journal of Managerial Psychology, 22(3), 309–328. https://doi.org/10.1108/02683940710733115
- Blau, G. (1999). Testing the longitudinal impact of work variables and employee satisfaction on hazard pay. Journal of Occupational and Organizational Psychology, 72(2), 211–220. https://doi.org/10.1348/096317999166608
- Herzberg, F. (1966). Work and the nature of man. World Publishing Company.
- Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer Publishing Company.
- Locke, E. A. (1969). What is job satisfaction? Organizational Behavior and Human Performance, 4(4), 309–336. https://doi.org/10.1016/0030-5073(69)90013-0
- Locke, E. A. (1976). The nature and causes of job satisfaction. In M. D. Dunnette (Ed.), Handbook of industrial and organizational psychology (pp. 1297–1349). Rand McNally.
- Smith, P. C., Kendall, L. M., & Hulin, C. L. (1969). The measurement of satisfaction in work and retirement: A strategy for the study of attitudes. Rand McNally.
- Spector, P. E. (1985). Measurement of human service staff satisfaction: Development of the Job Satisfaction Survey. American Journal of Community Psychology, 13(6), 693–713. https://doi.org/10.1007/BF00929796
- Spector, P. E. (1997). Job satisfaction: Application, assessment, causes, and consequences (Vol. 3). Sage Publications. https://doi.org/10.4135/9781452231549
- Weiss, D. J., Dawis, R. V., England, G. W., & Lofquist, L. H. (1967). Manual for the Minnesota Satisfaction Questionnaire. Minnesota Studies in Vocational Rehabilitation, 22. University of Minnesota.