Job Satisfaction Survey

1. Abstract

The Job Satisfaction Survey (JSS) is an extensively validated, multidimensional psychometric instrument developed by Paul E. Spector (1985) to assess employee attitudes regarding nine distinct facets of their employment environment as well as overall job satisfaction. Originally formulated to address the operational and contextual nuances of human service, non-profit, and public sector organizations, the scale has achieved widespread international utility across healthcare, educational, governmental, corporate, and industrial domains. The JSS comprises 36 self-report items evenly partitioned across nine four-item subscales: Pay, Promotion, Supervision, Fringe Benefits, Contingent Rewards (performance-based recognition), Operating Procedures (rules, red tape, and workload), Coworkers, Nature of Work, and Communication. Responses are recorded on a six-point, forced-choice Likert response scale ranging from 1 (“Disagree very much”) to 6 (“Agree very much”), intentionally omitting a neutral midpoint to encourage definitive evaluative positioning.

Psychometrically, the JSS demonstrates robust internal consistency reliability, with subscale Cronbach’s alpha coefficients historically ranging from .60 to .82 across individual facets, and achieving a total scale alpha of .91. Test-retest reliability across an 18-month longitudinal interval yields stability coefficients around .71, indicating that while affective states fluctuate, underlying structural job attitudes remain enduring. Extensive validation research establishes convergent validity through substantial correlations with established legacy instruments such as the Job Descriptive Index (JDI) and the Minnesota Satisfaction Questionnaire (MSQ), alongside robust predictive validity concerning employee turnover intentions, organizational citizenship behaviors, occupational burnout, and somatic health outcomes.

2. Keywords

Job Satisfaction Survey, JSS, Paul Spector, job satisfaction, employee attitudes, organizational psychology, human service organizations, workplace assessment, psychometric validation, employee turnover, facet satisfaction, job attitudes

3. Authors

The Job Satisfaction Survey was conceptualized, designed, and psychometrically standardized by Paul E. Spector, Ph.D. Dr. Spector is a distinguished professor emeritus of Industrial and Organizational Psychology at the University of South Florida (USF) in Tampa, Florida, United States. Over a career spanning more than four decades, Dr. Spector has served as one of the world’s most prolific scholars in organizational behavior, occupational health psychology, and quantitative research methodology.

Dr. Spector received his doctoral degree in Industrial/Organizational Psychology from the University of South Florida in 1975. Beyond his seminal work on the JSS, he has authored foundational texts on job satisfaction, organizational research methods, and counterproductive work behavior (CWB). His persistent research interests encompass the interplay between workplace stressors, personality characteristics (such as locus of control and negative affectivity), occupational health, and methodological challenges including common method variance. Contact and archival materials regarding his psychometric inventories are curated via his academic portal at the University of South Florida and his personal academic repository (paulspector.com).

4. Purpose

The primary purpose of the Job Satisfaction Survey is to provide a comprehensive, multidimensional diagnosis of employee job satisfaction that distinguishes specific operational facets from global evaluative sentiment. Prior to the creation of the JSS in 1985, prevailing instruments such as the Job Descriptive Index (JDI; Smith, Kendall, & Hulin, 1969) and the Minnesota Satisfaction Questionnaire (MSQ; Weiss et al., 1967) were primarily developed and calibrated within manufacturing, industrial, and retail environments. Spector recognized that human service organizations—such as mental health agencies, social work institutions, hospitals, and child welfare departments—possess unique organizational characteristics: restrictive bureaucratic structures, high non-profit mission orientation, limited tangible pay raises, specialized client interactions, and high risks of compassion fatigue and emotional exhaustion.

The JSS was deliberately engineered to fulfill several diagnostic and scholarly objectives:

• Granular Organizational Diagnosis: Global measures of job satisfaction frequently obscure micro-level operational dysfunction. An employee may find profound meaning in the direct delivery of patient care or client service while experiencing profound distress due to organizational communication deficits, administrative paperwork, or perceived inequities in supervisory practices. The JSS allows organizational development (OD) consultants and leadership to pinpoint precisely which environmental levers require remediation.
• Occupational Health and Well-Being Research: Within occupational health psychology, the JSS serves as a foundational assessment tool for evaluating the etiology of job strain, work-related depression, somatic complaints, and occupational burnout. Chronic dissatisfaction with operating conditions and contingent rewards consistently emerges as a predictor of cardiovascular symptoms, sleep disturbances, and psychological distress.
• Turnover and Retention Modeling: Unplanned turnover imposes catastrophic economic and structural costs on human service and corporate organizations. The JSS enables human resources analysts to predict voluntary attrition and employee withdrawal behaviors (e.g., absenteeism, psychological detachment, lateness) through subscale-specific profiling, determining whether turnover is primarily driven by compensation deficits or poor interpersonal leadership.
• Evaluation of Organizational Interventions: When organizations implement structural restructuring, novel compensation policies, leadership training, or workflow streamlining, the JSS provides a standardized pre-test/post-test metric to quantify the precise evaluative impacts of those programmatic initiatives.

5. Psychological Construct

The overarching psychological construct evaluated by the instrument is job satisfaction, conventionally conceptualized within industrial and organizational psychology as an evaluative state characterized by both affective (emotional) reactions and cognitive judgments regarding one’s work experience (Locke, 1976; Spector, 1997). Job satisfaction is not a monolithic psychological entity; rather, it represents an umbrella construct composed of discrete evaluative appraisals of interrelated environmental conditions. The JSS decomposes this overarching construct into nine theoretically grounded dimensions:

1. Pay (Items 1, 2, 3, 4)

This subscale evaluates an individual’s cognitive and affective assessment of financial remuneration, base salary equity, and the regularity or adequacy of pay raises. It captures the psychological perception of organizational fairness regarding whether employees feel their labor is equitably compensated relative to market value, workload, and basic livelihood needs.

2. Promotion (Items 5, 6, 7, 8)

The promotion facet measures an employee’s perceived opportunities for upward organizational mobility, fairness in career advancement procedures, and the speed with which high-performing individuals advance within the institutional hierarchy. Lack of promotional fairness is directly linked to feelings of stagnation and career-stage frustration.

3. Supervision (Items 9, 10, 11, 12)

This dimension operationalizes satisfaction with immediate interpersonal leadership, assessing supervisory competence, interpersonal fairness, empathy, and general supervisory support. It captures whether leadership behaviors facilitate goal accomplishment or generate toxic interpersonal stress.

4. Fringe Benefits (Items 13, 14, 15, 16)

Fringe benefits satisfaction reflects perceptions of the non-wage compensation package, including health insurance, retirement plans, paid leave, and equitable benefit allocations. In human service and public sector environments, benefits often serve as a vital counterweight to lower base pay.

5. Contingent Rewards (Items 17, 18, 19, 20)

Distinct from base salary, contingent rewards evaluate intangible and tangible recognition given for exceptional task performance. This subscale reflects how valued and appreciated an employee feels when executing high-quality work, capturing the psychological need for organizational validation and esteem.

6. Operating Procedures (Items 21, 22, 23, 24)

This subscale gauges the operational impediments, administrative red tape, excessive paperwork, and unreasonable task demands imposed by organizational policies. It measures the extent to which procedural bottlenecks hinder employees from performing their core responsibilities efficiently.

7. Coworkers (Items 25, 26, 27, 28)

The coworker dimension measures social cohesion, peer competence, mutual respect, and workplace harmony within the immediate peer group. It evaluates whether interpersonal relationships among colleagues function as a source of social support or interpersonal conflict and friction.

8. Nature of Work (Items 29, 30, 31, 32)

This facet assesses intrinsic job satisfaction, focusing on the core tasks of the occupation itself. It evaluates whether the work tasks are perceived as meaningful, engaging, pride-inducing, and intellectually or emotionally fulfilling, reflecting intrinsic task motivation.

9. Communication (Items 33, 34, 35, 36)

The communication facet evaluates the transparency, clarity, and structural flow of information throughout the organization. It captures whether organizational goals, operational policies, and individual task assignments are effectively and comprehensibly communicated across hierarchical boundaries.

6. Theoretical Framework

The architecture of the Job Satisfaction Survey is rooted in classic and contemporary theories of work motivation, organizational behavior, and social exchange:

Locke’s Value-Percept Theory (Range of Affect)

Edwin A. Locke (1976) defined job satisfaction as “a pleasurable or positive emotional state resulting from the appraisal of one’s job or job experiences.” Value-Percept Theory posits that job satisfaction is determined by the discrepancy between what an individual values or expects from a job and what the individual perceives the job as actually providing, moderated by the subjective importance of that facet to the individual. Spector utilized this theoretical foundation to operationalize satisfaction as an evaluative appraisal across discrete operational domains, recognizing that an individual computes composite attitudes based on multidimensional discrepancy appraisals.

Herzberg’s Two-Factor (Motivator-Hygiene) Theory

Frederick Herzberg‘s Two-Factor Theory posits that job satisfaction and job dissatisfaction are driven by distinct sets of factors: hygiene factors (extrinsic elements such as salary, company policies, supervision, working conditions) prevent severe dissatisfaction, whereas motivator factors (intrinsic elements such as recognition, the nature of the work, achievement, and responsibility) actively foster psychological satisfaction. The nine subscales of the JSS structurally span both halves of Herzberg’s framework: Nature of Work and Promotion capture motivators, while Operating Procedures, Supervision, Pay, and Benefits capture hygiene dynamics.

Hackman and Oldham’s Job Characteristics Model

The Job Characteristics Model (Hackman & Oldham, 1976) establishes that five core job dimensions—skill variety, task identity, task significance, autonomy, and feedback—generate critical psychological states (experienced meaningfulness, experienced responsibility, and knowledge of actual results) that culminate in high intrinsic work satisfaction. The JSS Nature of Work subscale directly operationalizes the primary affective and cognitive endpoints of this model by evaluating pride, task enjoyment, and perceived job meaningfulness.

Adams’ Equity Theory and Social Exchange

According to Equity Theory (Adams, 1965) and Social Exchange Theory (Blau, 1964), employees mentally track the ratio of their personal inputs (effort, education, competence, time) to organizational outcomes (pay, recognition, promotion, benefits). Perceived inequities generate psychological tension, which manifests as negative affect and facet-specific dissatisfaction. The JSS Pay, Fringe Benefits, and Contingent Rewards subscales explicitly evaluate these perceived input-to-outcome balance ratios.

7. Validity

The psychometric validity of the Job Satisfaction Survey has been corroborated through empirical investigations spanning four decades, diverse cultural contexts, and numerous occupational settings.

Construct and Convergent Validity

Spector’s (1985) original validation study established convergent validity by correlating parallel subscales of the JSS with the Job Descriptive Index (JDI; Smith et al., 1969), the prevailing benchmark for facet-based job satisfaction measurement. The parallel dimensions demonstrated substantial, statistically significant convergent correlations:

• Pay: $r = .62$ with JDI Pay
• Promotion: $r = .59$ with JDI Promotion
• Supervision: $r = .78$ with JDI Supervision
• Coworkers: $r = .64$ with JDI Coworkers
• Nature of Work: $r = .80$ with JDI Work Itself

The total JSS score correlated at $r = .61$ with the general job satisfaction metric derived from the JDI, confirming that the JSS successfully captures the intended psychological universe while expanding measurement to neglected domains such as operating red tape, organizational communication, and contingent rewards.

Predictive and Criterion-Related Validity

The JSS demonstrates powerful predictive validity regarding both behavioral and psychological workplace outcomes:

• Turnover Intentions and Actual Attrition: Extensive longitudinal studies consistently show that overall JSS scores, as well as specific facets (primarily Pay, Promotion, and Nature of Work), exhibit strong negative correlations with employee turnover intentions ($r = -.45$ to $-.60$) and reliably predict actual voluntary turnover over 6- to 24-month follow-up windows.
• Occupational Burnout: Across nursing, social work, and educational cohorts, JSS facets exhibit pronounced negative associations with the Emotional Exhaustion ($r = -.35$ to $-.52$) and Depersonalization dimensions of the Maslach Burnout Inventory (MBI), while correlating positively with Personal Accomplishment.
• Organizational Citizenship Behavior (OCB): Research confirms positive associations between total satisfaction and altruistic organizational behaviors ($r = .25$ to $.40$), indicating that employees who perceive equitable rewards and supportive supervision are significantly more likely to engage in extra-role behaviors that benefit colleagues and the broader organization.
• Physical and Mental Health: Meta-analytic investigations linking JSS data to health endpoints demonstrate negative correlations with subjective somatic complaints, sleep disturbance, gastrointestinal distress, and clinically elevated depressive affect.

Cross-Cultural and Discriminant Validity

Cross-cultural adaptations across European, Asian, Middle Eastern, and Latin American populations (e.g., Akbaritabar et al., 2013; Zareh, 2005) confirm that the JSS retains its structural validity and shows clear discriminant validity against conceptually adjacent constructs such as generalized trait negative affectivity, neuroticism, and organizational tenure.

8. Reliability

The reliability of the Job Satisfaction Survey has been comprehensively documented across industrial, academic, and clinical samples, exhibiting high internal consistency and temporal stability.

Internal Consistency (Cronbach’s Alpha)

In the foundational normative sample of 3,067 human service personnel analyzed by Spector (1985), the internal consistency reliability coefficients (Cronbach’s alpha) for the nine subscales and the total composite scale were determined as follows:

• Pay (4 items): $\alpha = .75$
• Promotion (4 items): $\alpha = .73$
• Supervision (4 items): $\alpha = .82$
• Fringe Benefits (4 items): $\alpha = .73$
• Contingent Rewards (4 items): $\alpha = .76$
• Operating Procedures (4 items): $\alpha = .62$
• Coworkers (4 items): $\alpha = .77$
• Nature of Work (4 items): $\alpha = .78$
• Communication (4 items): $\alpha = .71$
• Total Scale (36 items): $\alpha = .91$

With eight of the nine subscales surpassing the standard .70 psychometric threshold (Nunnally, 1978) and the total composite achieving a remarkable .91, the instrument exhibits exceptional internal consistency. The slightly attenuated alpha for Operating Procedures (.62) is widely documented in the psychometric literature; it is primarily attributable to the broad conceptual breadth of that subscale, which aggregates distinct operational nuisances including paperwork, administrative rules, and sheer volume of work within four items.

Test-Retest Reliability

Temporal stability assessments conducted across an 18-month test-retest window with a stable cohort of human service employees yielded a total scale stability coefficient of $r = .71$. Subscale retest coefficients across this lengthy interval ranged from .37 to .74, demonstrating that the inventory captures durable structural workplace perceptions rather than ephemeral daily mood fluctuations, while remaining sufficiently sensitive to longitudinal organizational shifts.

9. Factor Analysis

The underlying latent dimensional structure of the Job Satisfaction Survey has undergone rigorous verification using both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).

Exploratory Factor Analysis (EFA)

During original scale development (Spector, 1985), an EFA utilizing principal axis factoring with oblique rotation was conducted on the initial item pool. The resulting factor pattern matrix supported the extraction of nine correlated latent factors corresponding precisely to the conceptualized facets. Items demonstrated strong primary pattern coefficients (predominantly ranging from .45 to .80) onto their target factors, with minimal secondary cross-loadings. The correlations among the nine latent factors were moderate (typically between $r = .15$ and $r = .50$), empirically confirming that while all facets reflect a higher-order general job satisfaction construct, each facet accounts for unique, non-redundant variance.

Confirmatory Factor Analysis (CFA)

Subsequent contemporary psychometric investigations have systematically tested alternative structural models using Confirmatory Factor Analysis:

• Single-Factor Global Model: A unidimensional baseline model where all 36 items load directly onto one overarching “Job Satisfaction” factor consistently demonstrates poor goodness-of-fit across samples (e.g., $\chi^2/df > 5.0$, $CFI < .70$, $TLI < .68$, $RMSEA > .10$), confirming that job satisfaction cannot be reduced to a single undifferentiated construct.
• Nine-Factor Oblique Model: A model specifying nine correlated latent first-order factors exhibits acceptable to excellent model fit indices across international samples (e.g., $CFI ge .91$, $TLI ge .90$, $RMSEA le .055$, $SRMR le .050$).
• Hierarchical / Bifactor Models: Second-order structural models—specifying nine first-order factors loading onto a single second-order general job satisfaction factor—frequently display solid fit, justifying both the computation of subscale-level diagnostic profiles and a single composite total score.

CFA studies evaluating item phrasing also confirm that the balanced presence of positively keyed items and negatively keyed (reverse-scored) items does not create an artificial method factor, provided that reverse-worded items are accurately accounted for in the structural error covariance specifications.

10. Instrument / Measurement Tool

• Test Type: Standardized self-report psychometric inventory / multi-facet rating scale.
• Administration Format: Paper-and-pencil questionnaire, web-based digital assessment, or integrated organizational pulse survey.
• Target Population: Adult employees, organizational personnel, human service professionals, healthcare workers, educators, and corporate staff.
• Total Item Count: 36 items.
• Subscales (9 facets, 4 items each):
  • Pay: Items 1, 2(r), 3(r), 4
  • Promotion: Items 5(r), 6, 7, 8
  • Supervision: Items 9, 10(r), 11(r), 12
  • Fringe Benefits: Items 13(r), 14, 15(r), 16(r)
  • Contingent Rewards: Items 17, 18(r), 19(r), 20(r)
  • Operating Procedures: Items 21(r), 22, 23(r), 24(r)
  • Coworkers: Items 25, 26(r), 27, 28(r)
  • Nature of Work: Items 29(r), 30, 31, 32
  • Communication: Items 33, 34(r), 35(r), 36(r)
• Response Scale: 6-point forced-choice Likert scale without a neutral anchor:
  • 1 = Disagree very much
  • 2 = Disagree moderately
  • 3 = Disagree slightly
  • 4 = Agree slightly
  • 5 = Agree moderately
  • 6 = Agree very much
• Scoring and Transformation Procedures:
  • There are 17 negatively worded items marked with (r): Items 2, 3, 5, 10, 11, 13, 15, 16, 18, 19, 20, 21, 23, 24, 26, 29, 34, 35, 36.
  • Reverse-scoring transformation formula: $\text{New Score} = 7 – \text{Raw Response}$. For example, a raw response of 1 becomes 6, 2 becomes 5, 3 becomes 4, 4 becomes 3, 5 becomes 2, and 6 becomes 1.
  • Subscale Scores: Calculated by summing the four items within each subscale after reverse-scoring. Scores for each subscale range from 4 to 24. Alternatively, an average item score ranging from 1.0 to 6.0 can be computed by dividing the subscale sum by 4.
  • Total Scale Score: Calculated by summing all 36 items after reverse-scoring. Total scores range from 36 to 216. The mean total score ranges from 1.0 to 6.0 by dividing the sum by 36.
• Interpretive Cutoff Benchmarks (Spector’s Normative Guidelines):
  • Subscale Level (Score range 4–24):
    • Dissatisfaction: 4 to 12 (Mean item score 1.0 to 3.0)
    • Ambivalence: 12.01 to 15.99 (Mean item score 3.01 to 3.99)
    • Satisfaction: 16 to 24 (Mean item score 4.0 to 6.0)
  • Total Scale Level (Score range 36–216):
    • Dissatisfaction: 36 to 108 (Mean item score 1.0 to 3.0)
    • Ambivalence: 108.01 to 143.99 (Mean item score 3.01 to 3.99)
    • Satisfaction: 144 to 216 (Mean item score 4.0 to 6.0)
• Administration Time: Approximately 5 to 10 minutes.

11. Permissions & Fee and Test Year

The Job Satisfaction Survey was originally published in 1985 by Paul E. Spector in the American Journal of Community Psychology. Dr. Spector holds the copyright to the instrument; however, he has established an exceptionally generous, open-access policy for academic, scientific, and educational communities:

• Non-Commercial Research & Educational Use: The JSS is free of charge for non-commercial research, academic investigations, master’s theses, doctoral dissertations, and student projects. No formal written permission letter from the author is required for such uses, provided that the instrument and its author are fully and accurately cited in all presentations, theses, and published manuscripts.
• Commercial and Organizational Consulting Use: For-profit organizations, commercial enterprises, and management consultants wishing to administer the JSS for internal commercial assessment, paid client interventions, or proprietary corporate surveys must secure explicit authorization and may be subject to licensing agreements through Dr. Spector.
• Official Scales and Normative Repository: Official documentation, scoring scripts, normative tables spanning dozens of occupational groups, and approved international language translations are maintained at Dr. Spector’s official portal (paulspector.com) and his archival University of South Florida faculty repository (shell.cas.usf.edu/~pspector).

12. 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

Akbaritabar, A., Mokarami, H., Nazifi, M., Rahiminejad, M., Mirkamandar, E., & Hosseinpouri, M. (2013). Psychometric properties of Spector’s job satisfaction survey in the Iranian population. Koomesh, 14(3), 335–345.

Blau, P. M. (1964). Exchange and power in social life. John Wiley & Sons.

Hackman, J. R., & Oldham, G. R. (1976). Motivation through the design of work: Test of a theory. Organizational Behavior and Human Performance, 16(2), 250–279. https://doi.org/10.1016/0030-5073(76)90016-7

Herzberg, F. (1966). Work and the nature of man. World Publishing Company.

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.

Nunnally, J. C. (1978). Psychometric theory (2nd ed.). McGraw-Hill.

Smith, P. C., Kendall, L. M., & Hulin, C. L. (1969). The measurement of satisfaction in work and retirement. 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. 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, No. 22. University of Minnesota.

Zareh, M. (2005). Validity and reliability of Job Satisfaction Survey scale. The Second Conference of Human Resource Development. Gostaresh va Noosazi Sanayeh Iran.

13. Items of the Scale (Questionnaire)