Evidence map›Paper›PMID 42627837›Full record

ArticlePloS one2026

Psychophysiological correlates of professional experience among female teachers of secondary schools in Kazakhstan.

Nurlan Smagulov, Olzhas Zhamantayev, Ayaulym Arystanbay, Dmitry Ageev, Gulzhazira Turlybekova, Aizhan Aitkulova

Abstract read
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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Nurlan SmagulovFaculty of Biology and Geography, Karaganda Buketov University, Karaganda, Kazakhstan.
Olzhas ZhamantayevSchool of Public Health, Karaganda Medical University, Karaganda, Kazakhstan.ORCID https://orcid.org/0000-0002-9687-2764
Ayaulym ArystanbayFaculty of Biology and Geography, Karaganda Buketov University, Karaganda, Kazakhstan.
Dmitry AgeevFaculty of Biology and Geography, Karaganda Buketov University, Karaganda, Kazakhstan.
Gulzhazira TurlybekovaFaculty of Biology and Geography, Karaganda Buketov University, Karaganda, Kazakhstan.
Aizhan AitkulovaKokshetau Higher Medical College, Kokshetau, Kazakhstan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Teaching is widely documented as one of the most psychologically and physiologically demanding knowledge-intensive occupations, with chronic exposure to combined intellectual, emotional, and regulatory workloads placing teachers at elevated risk for autonomic dysregulation, cardiovascular strain, cognitive decline, and occupational burnout. A question that occupational health research has not adequately resolved is whether the functional consequences of career-long teaching are driven primarily by biological ageing or by the accumulation of occupationally specific stressor exposure, two processes that are conceptually distinct yet rarely examined separately. We assessed psychophysiological, emotional, and cognitive indicators in 103 female secondary school teachers in Karaganda, Kazakhstan, stratified by age and length of service. The assessment battery included heart rate variability recording, systolic and diastolic blood pressure measurement, the Ruffier physical performance index, the Well-being, Activity, and Mood questionnaire, the Spielberger-Khanin State Anxiety Inventory, the Landolt ring correction test, a digital selective attention test, and three sensorimotor reaction time measures. To allow direct comparison of the explanatory power and predictor composition of the two variables, separate multiple linear regression models were constructed with chronological age and length of professional service as dependent variables, with the full psychophysiological battery serving as independent variables in both. Chronological age and length of service were strongly intercorrelated (r = 0.915; p < 0.001), and partial correlation analysis showed that neither variable independently predicted digital test performance once the other was controlled. The age-as-dependent model was statistically significant and explained 42.2% of the variance (R2 = 0.422; adjusted R2 = 0.392; F = 14.166; p < 0.001), with significant predictors confined to physiological and cognitive domains: perceived activity (β = 0.417), digital test response time (β = 0.415), subjective well-being (β = -0.365), systolic blood pressure (β = 0.190), and correction test execution time (β = 0.171). The service-length model also showed strong explanatory coverage (R2 = 0.510; adjusted R2 = 0.479; F = 16.657; p < 0.001) and additionally captured the Ruffier index (β = -0.209), reactive anxiety (β = -0.189), and digital test response time (β = 0.345) as significant predictors alongside activity, well-being, and systolic blood pressure. These differences in predictor composition suggest that length of professional service is associated with a broader functional profile than chronological age, additionally capturing physical performance capacity and emotional reactivity. Taken together, the differential predictor structures indicate that biological ageing and cumulative occupational exposure operate through partially distinct functional pathways, and that treating the two variables as analytically interchangeable may obscure information relevant to the design of targeted occupational health monitoring programmes. These findings support the analytical differentiation of age and service length in occupational health research and provide a basis for developing career-stage-stratified preventive strategies for teachers.

Indexed as

School TeachersBlood PressureBurnout, ProfessionalCognitionFemaleHeart RateHumansKazakhstanSchools

Identifiers

PMID42627837
PMCPMC13496438

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.