Compensation Satisfaction Score

operationalsurvey rollup · compensation · score · organization

Survey measure of employees' satisfaction with their pay and benefits.

Why it matters

What you measure connects, through the construct(s) it operationalizes, to outcomes organizations care about. The strongest evidenced links below (effect size × evidence × consequence):

How it’s computed

Formula

Sum of satisfaction ratings / Total number of responses

Measurement model

operational (a formula over systems data) — not a reflective survey scale; “reliability” here means data quality, not internal consistency

What it operationalizes

This metric measures the construct(s) below from operational data. Through them, it connects to the meta-analytic relationship network — the bridge from what you measure operationally to what the science knows.

What we know

Synthesized Bayesian priors over relationships involving this metric’s construct(s) — the meta-analytic evidence, with 95% confidence intervals and between-study heterogeneity (I²). Follow a row for the full distribution, contributing studies, and code.

The evidence

Attributed quotes from open-access papers, classified for stance against the relationship. Sourced and classified by Principia (no third-party feed) — displayable under each paper’s license.

“Satisfaction with pay refers to the extent of the overall positive or negative affect that individuals have towards their pay (Micheli & Lane, 1991, as cited in Williams, McDaniel, & Nguyen, 2006), representing an important facet of overall job satisfaction, that contributes to need fulfilment (Williams et al., 2006).” supports

Pay Satisfaction → Job Satisfaction · Understanding intention to quit amongst artisans and engineers: The facilitating role of commitment (2021) · doi · CCBY

“Previous studies have shown that these manifestations of dissatisfaction that produce TI are directly related to perceptions of dissatisfaction with the organizational rewards that employees receive (Williams et al., 2008, 2006).” supports

Pay Satisfaction → Job Satisfaction · Rewards and faculty turnover: An individual differences approach (2021) · doi · CCBY

“…refers to the extent of the overall positive or negative affect that individuals have towards their pay (Micheli & Lane, 1991, as cited in Williams, McDaniel, & Nguyen, 2006), representing an important facet of overall job satisfaction, that contributes to need fulfilment (Williams et al., 2006).” supports

Pay Satisfaction → Job Satisfaction · Understanding intention to quit amongst artisans and engineers: The facilitating role of commitment (2021) · doi · CCBY

“According to a different study by Judge et al. (2010), salary level and money attitude are only tangentially connected to job satisfaction.” disputes

Pay level → Pay Satisfaction · Does Attitudes Towards Money Matter? A Mediational Analysis of Job Crafting and Job Satisfaction in School Teachers (2023) · doi · CCBYNC

“Therefore, income satisfaction can be seen as key contributor to job satisfaction [78].” supports

Pay Satisfaction → Job Satisfaction · The Quality of Work Index and the Quality of Employment Index: A Multidimensional Approach of Job Quality and Its Links to Well-Being at Work (2020) · doi · CCBY

“Perceptions and behaviors resulting from pay satisfaction may include turnover intention and actual turnover, with pay satisfaction found to be negatively related to both (Currall et al., 2005; Williams et al., 2006).” supports

Pay Satisfaction → Turnover Intention · Are They Created Equal? A Relative Weights Analysis of the Contributions of Job Demands and Resources to Well-Being and Turnover Intention (2022) · doi · CCBY

“Judge et al. (2010), Yaseen (2013), and Bashir et al. (2011), showed that the level of pay and a better structured compensation system have a positive relationship with employee satisfaction.” supports

Pay level → Pay Satisfaction · Effects of the Compensation System and Socio-demographic Factors on the Attitudes of Employees in the Republic of Serbia (2023) · doi · CCBYNCND

“For example, a meta-analysis found that pay level had a weak relationship with pay satisfaction, which is a form of subjective perception of salary [27].” supports

Pay level → Pay Satisfaction · Linking Preschool Teachers’ Pay Equity and Turnover Intention in Chinese Public Kindergartens: The Mediating Role of Perceived Organizational Support and Job Satisfaction (2023) · doi · CCBY

“This finding is in line with the previous studies suggesting the relationship of pay satisfaction and turnover intention (Currall et al., 2005; Motowidlo, 1983; Williams et al., 2006), as well as studies which emphasized the dimensions of pay satisfaction and their relations to turnover intention (Carraher, 2011; Motshegwa, 2011; Singh & Loncar, 2010).” supports

Pay Satisfaction → Turnover Intention · The effects of pay satisfaction and affective commitment on turnover intention (2015) · doi

“Williams, McDaniel, and Nguyen (2006) conducted a meta-analysis study of the antecedents and consequences of pay level satisfaction and found that turnover and turnover intention were the consequences of pay level dissatisfaction.” supports

Pay Satisfaction → Turnover Intention · The effects of pay satisfaction and affective commitment on turnover intention (2015) · doi

“…is in line with the previous studies suggesting the relationship of pay satisfaction and turnover intention (Currall et al., 2005; Motowidlo, 1983; Williams et al., 2006), as well as studies which emphasized the dimensions of pay satisfaction and their relations to turnover intention (Carraher,…” supports

Pay Satisfaction → Turnover Intention · The effects of pay satisfaction and affective commitment on turnover intention (2015) · doi

“A meta-analysis in 2010 found that pay level is positively correlated with both overall job satisfaction and pay satisfaction; and the level of pay bears a positive, although modest, relationship to the job and pay satisfaction (27).” supports

Pay level → Pay Satisfaction · A Unique Model of Performance-Based Premium Pay System in the Radiology Departments (2023) · doi

Use it

Track Compensation Satisfaction Score and its drivers in the People Analytics Toolbox — the registry’s evidence wired into deployable measurement.

Related metrics

Programmatic access: /api/v1/metrics/metric.compensation_satisfaction_score · /api/v1/evidence-statements?construct=construct.pay_satisfaction.