International Journal of Population Studies | 2022, Volume 8, Issue 1 1
RESEARCH ARTICLE
Validity and reliability of Mini-Mental
State Examinaton in Older Adults
in China: Inline Mini-Mental State
Examinaton with cognitve functons
Teck Kiang Tan
1
*, Qiushi Feng
2
1
Institute for Applied Learning Sciences and Educational Technology, National
University of Singapore, Singapore
2
Department of Sociology, Centre for Family and Population Research, National
University of Singapore, Singapore
Abstract: The main aim of the study is to validate the factor structure of the Mini-Mental
State Examination (MMSE) of China’s older population using the Chinese Longitudinal
Healthy Longevity Survey. The validation process used the exploratory factor analysis (EFA)
to determine the number of dimensions of MMSE, the confrmatory factor analysis (CFA) to
confrm the factorial structure of MMSE, and the factorial invariance to conclude the factor
structure does not difer between the young-old (aged 65 – 79) and old-old (aged 80 or older).
The results of the EFAs suggested two possible factor structures: A six-factor and a seven-factor
solution. The seven-factor confrmatory factor model turned out as the best ft by comparison to
the four competing confrmatory models. Strict factorial invariance was attained for the two age
groups, indicating a high level of measurement equality, a property of invariance was seldom
achieved in the literature of factorial invariance studies. In comparison to the MMSE literature
that focused solely on EFA that aims to establish a single summated score, the present study
suggests using EFA, CFA, and factorial invariance that takes into consideration of measurement
errors as the preferred procedure since it establishes the appropriate MMSE dimensionality that
is in line with their respective cognitive functions.
Keywords: Mini-Mental State Examination; Validation; Exploratory factor analysis;
Confrmatory factor analysis; Factorial invariance
1. Introduction
The cognitive function represents an important health dimension of older adults, which
signifcantly afects their physical health, well-being, and mortality (Hsieh, Wu, Wang,
et al., 2021; Langa, Llewellyn, Lang, et al., 2009; Park, Kwon, Jung, et al., 2012; van
der Meulen, Irven, Bakunina, et al., 2021). The Mini-Mental State Examination (MMSE)
was frst introduced by Folstein et al. (1975) more than 40 years ago to measure cognitive
performance. Since then, MMSE was widely used and has been accepted as an overall
measure of cognitive impairment in clinical, research, and community settings. The MMSE
is nowadays a widely used test of cognitive function among older adults. Its usability and
applicability were well noted in social and medical research as a short screening tool,
especially for older adults at risk of mild cognitive impairment (Folstein, Folstein, and
McHugh, 1975; Lezak, Howieson, and Loring, 2004), screening the risk of dementia and
Alzheimer’s disease (Burke, Grudzien, Burgess, et al., 2021; Mitchell, 2009; Arevalo-
Rodriguez, Smailagic, Roqué-Figuls, et al., 2021; Shigemori, Ohgi, Okuyama, et al., 2010).
International Journal of Population Studies
ARTICLE INFO
Received: February 23, 2022
Accepted: May 17, 2022
Published: June 8, 2022
*CORRESPONDING AUTHOR
Teck Kiang Tan,
Institute for Applied Learning
Sciences and Educational
Technology, National University
of Singapore, Singapore.
alsttk@nus.edu.sg
CITATION
Tan TK, Feng Q. (2022).
Validity and reliability of Mini-
Mental State Examination in
Older Adults in China: Inline
Mini-Mental State Examination
with cognitive functions.
International Journal of
Population Studies, 8(1):1-16.
doi: 10.18063/ijps.v8i1.1285
Copyright: ©2022 Tan
and Feng. This is an Open
Access article distributed
under the terms of the
Creative Commons
Attribution-Non Commercial
4.0 International License
(http://creativecommons.org/
licenses/by-nc/4.0/), permitting
all noncommercial use,
distribution, and reproduction
in any medium, provided the
original work is properly cited.