Educational bias in the Montreal Cognitive Assessment among hemodialysis patients: A domain-level analysis

BACKGROUND: Cognitive impairment is common in hemodialysis (HD) patients and increasingly informs clinical decisions, including capacity to consent and the planning of dialysis care. Most estimates rely on the Montreal Cognitive Assessment (MoCA), an instrument strongly dependent on educational attainment. In low-literacy HD populations, this dependence may cause systematic over-identification of impairment and distort apparent risk factors such as sex. We examined how educational attainment shapes MoCA-defined impairment in older HD patients and used the sex difference as a natural experiment to expose the bias. METHODS: This cross-sectional study enrolled 161 patients aged 50 years or older receiving maintenance HD at three Western-region National Guard centers in Saudi Arabia. Impairment was defined as MoCA < 26. We compared mean MoCA and impairment across educational strata; tested for education-related differential item functioning (DIF) across MoCA domains after matching on overall ability; quantified the apparent sex effect by sequential adjustment, formal mediation and within-stratum comparison; estimated the share of the educational score gap recoverable by the standard one-point correction; and tabulated impairment across screening thresholds. Independent determinants were identified by multivariable logistic regression. RESULTS: = 0.010; crude odds ratio 2.70); this fell to 1.61 (95% CI 0.73-3.53) after adjustment for age and education; education mediated 62% of the sex effect on MoCA score, and the sex difference was non-significant within every education stratum. In sensitivity analyses using lower cutoffs, a residual female association became apparent (adjusted odds ratio 2.66 at < 24 and 2.48 at < 23). In multivariable analysis only older age and lower education were independently associated with impairment (area under the curve 0.76-0.78); no dialysis-related or biochemical variable, including iPTH, was associated. CONCLUSIONS: In this low-literacy HD population, MoCA-defined cognitive impairment was governed by educational attainment, with domain-level evidence of literacy bias, and the apparent female excess was largely explained by educational attainment rather than by sex, although a residual female association persisted at lower cutoffs, consistent with incomplete adjustment for literacy. Because cognitive screening informs consent and care decisions, education-blind use of the MoCA in such settings risks systematic misclassification. Education-aware screening-education-specific norms or cutoffs, attention to literacy-neutral domains, and confirmatory assessment-is preferable to raw thresholds.

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Journal
Applied Neuropsychology Adult
Published
2026-09-09
DOI
https://doi.org/10.1080/23279095.2026.2729517
Primary Topic
Dialysis and Renal Disease Management
Type
article
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article

Educational bias in the Montreal Cognitive Assessment among hemodialysis patients: A domain-level analysis

Faisal Albalwi, Abrar Alzahrani, Ahmad Makeen, Abdullah H. Almalki et al.
Applied Neuropsychology Adult
Dialysis and Renal Disease Management
article

Educational bias in the Montreal Cognitive Assessment among hemodialysis patients: A domain-level analysis

Faisal Albalwi, Abrar Alzahrani, Ahmad Makeen, Abdullah H. Almalki, Majed Alharthi, Fatemah Binladen, Mohamed Buhary
article en

Abstract

BACKGROUND: Cognitive impairment is common in hemodialysis (HD) patients and increasingly informs clinical decisions, including capacity to consent and the planning of dialysis care. Most estimates rely on the Montreal Cognitive Assessment (MoCA), an instrument strongly dependent on educational attainment. In low-literacy HD populations, this dependence may cause systematic over-identification of impairment and distort apparent risk factors such as sex. We examined how educational attainment shapes MoCA-defined impairment in older HD patients and used the sex difference as a natural experiment to expose the bias. METHODS: This cross-sectional study enrolled 161 patients aged 50 years or older receiving maintenance HD at three Western-region National Guard centers in Saudi Arabia. Impairment was defined as MoCA < 26. We compared mean MoCA and impairment across educational strata; tested for education-related differential item functioning (DIF) across MoCA domains after matching on overall ability; quantified the apparent sex effect by sequential adjustment, formal mediation and within-stratum comparison; estimated the share of the educational score gap recoverable by the standard one-point correction; and tabulated impairment across screening thresholds. Independent determinants were identified by multivariable logistic regression. RESULTS: = 0.010; crude odds ratio 2.70); this fell to 1.61 (95% CI 0.73-3.53) after adjustment for age and education; education mediated 62% of the sex effect on MoCA score, and the sex difference was non-significant within every education stratum. In sensitivity analyses using lower cutoffs, a residual female association became apparent (adjusted odds ratio 2.66 at < 24 and 2.48 at < 23). In multivariable analysis only older age and lower education were independently associated with impairment (area under the curve 0.76-0.78); no dialysis-related or biochemical variable, including iPTH, was associated. CONCLUSIONS: In this low-literacy HD population, MoCA-defined cognitive impairment was governed by educational attainment, with domain-level evidence of literacy bias, and the apparent female excess was largely explained by educational attainment rather than by sex, although a residual female association persisted at lower cutoffs, consistent with incomplete adjustment for literacy. Because cognitive screening informs consent and care decisions, education-blind use of the MoCA in such settings risks systematic misclassification. Education-aware screening-education-specific norms or cutoffs, attention to literacy-neutral domains, and confirmatory assessment-is preferable to raw thresholds.

Applied Neuropsychology Adult
King Saud bin Abdulaziz University for Health Sciences (SA), King Fahd Medical City (SA), King Abdullah International Medical Research Center (SA), National Guard Health Affairs (SA)
Quality Education
Openalex Percentile: Top 10%
Dialysis and Renal Disease Management
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