Overtime Rate

operationalbehavioral · performance · percentage · organization

Overtime hours expressed as a share of regular hours worked.

How it’s computed

Formula

(Total overtime hours / Total regular hours) × 100

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.

“Job demands, like workload or emotional demands, play a minor role or might even be positively related to work engagement if considered challenging and not hindering (Crawford et al., 2010).” supports

Workload → Work Engagement · Perceptions of work and work engagement among school psychologists in Sweden (2021) · doi · CCBYNCND

“When perceived workload causes teachers to experience challenge stress, they tend to actively mobilize resources, enhance the sense of meaning and accomplishment in their work, and thus increase work engagement [25, 26].” supports

Workload → Work Engagement · Exploring the relationship between teachers’ perceived workload, challenge-hindrance stress, and work engagement: a person-centered approach (2025) · doi · CCBYNCND

“…were distinguished as hindrance job demands (e.g. role conflict and role overload) and challenge job demands (e.g. workload, time pressure and responsibility), which were negatively and positively associated with work engagement, respectively (Bakker & Demerouti, 2017; Crawford et al., 2010).” supports

Workload → Work Engagement · Does teaching-research conflict affect research performance? The role of research stress, engagement and job insecurity (2025) · doi · CCBY

“Consistent with Crawford et al.’s (2010) classification of challenge and hindrance demands, the interaction between religiosity as a personal resource and workload is proposed as a challenging job demand will enhance work engagement.” supports

Workload → Work Engagement · Religiosity and work engagement: Workload as a moderator. (2021) · doi · mit

Use it

Track Overtime Rate and its drivers in the People Analytics Toolbox — the registry’s evidence wired into deployable measurement.

Related metrics

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