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The 37-item version of the Mini-Mental State Examination (MMSE-37) is an extended version of the original test for individuals with low education, which was adapted for different cultures. Despite its favorable psychometric properties, there is a lack of normative data for this instrument. We provide normative data for the MMSE-37 stratified by age, sex, and education in a large population-based cohort of older Spanish adults. The sample consisted of 3,777 participants without dementia (age range: 65-97 years) from different socioeconomic areas of central Spain. Normative data are presented in percentile ranks and divided into nine overlapping age tables with different midpoints, using the overlapping cell procedure. A hierarchical regression was performed to evaluate the effects of sociodemographic variables on MMSE-37 performance. Results showed that age, sex, and education affect test score. The norms presented herein are important for the correct interpretation of MMSE-37 scores when assessing older adults in Spain. [ABSTRACT FROM AUTHOR]