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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2025.1656686</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The validity of visual and hearing impairment in predicting dementia and cognitive impairment in older adults: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Gan</surname> <given-names>Qingwen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2267083/overview"/>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Yuan</surname> <given-names>Yiling</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Hu</surname> <given-names>Qianqian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhang</surname> <given-names>Yonghui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
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<aff id="aff1"><label>1</label><institution>Jiangxi Mental Hospital and Affiliated Mental Hospital of Nanchang University</institution>, <city>Nanchang</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Jiangxi Medical College</institution>, <city>Shangrao</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>School of Nursing, Nanchang University</institution>, <city>Nanchang</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Yonghui Zhang, <email xlink:href="mailto:2544870235@qq.com">2544870235@qq.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-16">
<day>16</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>17</volume>
<elocation-id>1656686</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>02</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Gan, Yuan, Hu and Zhang.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Gan, Yuan, Hu and Zhang</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-16">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>The number of people with dementia and cognitive impairment is rising every year as the older population grows. The higher prevalence and mortality rates of dementia and cognitive impairment place an enormous burden on healthcare and economic systems worldwide. Studies have shown that older adults with sensory impairments are at a higher risk of developing dementia and cognitive impairment than normal older adults. There is a lack of systematic reviews on the relationship between sensory impairment and dementia and cognitive impairment in older persons. This meta-analysis aimed to analyze the correlation of visual impairment, hearing impairment, and dual sensory impairment with dementia and cognitive impairment, and to provide guidance for reducing the incidence of dementia and cognitive impairment in older adults.</p>
</sec>
<sec>
<title>Methods</title>
<p>Computerized searches were conducted using the CNKI, Wanfang, Vip, Sinomed, PubMed, Web of Science, Cochrane Library, and Embase databases. Supplementary searches were performed on 2 clinical trial registries.</p>
</sec>
<sec>
<title>Results</title>
<p>Meta-analysis was performed by log-transforming the study-specific estimates. The heterogeneity of studies was characterized by Q-test and <italic>I</italic><sup>2</sup>. The results of the studies indicated that dual sensory impairment was associated with dementia [OR 95% CI 1.66 (1.47, 1.86)], visual impairment was associated with dementia [OR 95% CI 1.60 (1.48, 1.74)], hearing impairment was associated with dementia [OR 95% CI 1.26 (1.22, 1.31)], dual sensory impairment was associated with cognitive impairment [OR 95% CI 2.08 (1.70, 2.54)], visual impairment was associated with cognitive impairment [OR 95% CI 1.84 (1.44, 2.36)], and hearing impairment was associated with cognitive impairment in old age [OR 95% CI 1.50 (1.36, 1.65)].</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Sensory impairment is a predictor of dementia and cognitive impairment. Healthcare professionals should prioritize screening older adults with sensory impairments to reduce the incidence of dementia and cognitive impairment.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p><ext-link ext-link-type="uri" xlink:href="https://www.crd.york.ac.uk/prospero/">https://www.crd.york.ac.uk/prospero/</ext-link>, identifier CRD42024606342.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cognitive impairment</kwd>
<kwd>dementia</kwd>
<kwd>dual sensory impairment</kwd>
<kwd>hearing impairment</kwd>
<kwd>visual impairment</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="72"/>
<page-count count="15"/>
<word-count count="10348"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Alzheimer&#x2019;s Disease and Related Dementias</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Dementia is defined as a decline in one or more cognitive domains (memory, language, executive function, complex attention, and perceptual-motor) that interferes with the independence of the person&#x2019;s daily activities. Research indicates that with advancing age, particularly in older adults, cortical atrophy, increased neuronal apoptosis, and reduced neurotransmitter secretion lead to a physiological decline in cognitive function (<xref ref-type="bibr" rid="B36">Liu et al., 2023</xref>). This provides the pathological basis for the onset of dementia, which is also a major cause of disability and mortality among older adults (<xref ref-type="bibr" rid="B36">Liu et al., 2023</xref>). Studies have reported that dementia currently affects 55 million people worldwide, and the number of people with dementia is expected to reach 152 million by 2025 (<xref ref-type="bibr" rid="B68">World Health Organization [WHO], 2022</xref>; <xref ref-type="bibr" rid="B36">Liu et al., 2023</xref>). The number of people with dementia is rising every year as older adults grow, and its financial burden is increasing, with the cost of dementia care expected to exceed &#x0024;2.8 trillion by 2030 (<xref ref-type="bibr" rid="B68">World Health Organization [WHO], 2022</xref>; <xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>). Its high prevalence and mortality rates place a huge burden on global healthcare and economic systems. Mild cognitive impairment is a state of reversibility in which the degree of impairment of a variety of cognitive functions, such as memory, attention, and executive function, exceeds the range of impairments brought about by normal aging with age in an individual, but has not yet reached the diagnostic range of dementia, and is an intermediate state between normal cognition and dementia (<xref ref-type="bibr" rid="B57">Sohn et al., 2023</xref>). Cognitive dysfunction is the fifth leading cause of disability in older adults and imposes a huge physical, psychological, and economic burden on the patient as well as on the family, caregivers, and society (<xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). It is estimated that by 2050 there will be more than 2 billion older adults and the number of patients with cognitive impairment will increase twofold (<xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). Therefore, it is particularly important to identify modifiable risk factors for dementia and cognitive impairment in older adults in time and to implement interventions to slow disease progression.</p>
<p>Sensory impairments, including visual impairment, hearing impairment, and dual sensory impairment (visual impairment and hearing impairment), seriously affect the quality of life of older adults (<xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>). Visual impairment is an age-related condition that is the third leading cause of disability in older adults (<xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). Previous studies have shown that visual impairment is closely related to neurons or microvessels in the brain of patients with dementia or cognitive impairment, and is one of the early symptoms of dementia (<xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). Hearing impairment is the most common chronic sensory disorder in older adults; approximately 50% suffer from disabling hearing impairment (<xref ref-type="bibr" rid="B70">Xu et al., 2024</xref>). The Lancet Dementia Council reported hearing impairment as a major risk factor for dementia (<xref ref-type="bibr" rid="B37">Livingston et al., 2020</xref>). Older adults with dual sensory impairment have a higher risk of cognitive impairment than older adults with single sensory impairment (<xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>). Studies have reported that sensory impairment increases the cognitive load of the patient, leading to a decrease in physical activity and social interaction, which in turn can increase the risk of cognitive decline and dementia in older adults (<xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>).</p>
<p>Currently, studies have shown that older adults with sensory impairments are at higher risk of developing dementia and cognitive impairment than normal older adults (<xref ref-type="bibr" rid="B5">Byeon et al., 2021</xref>; <xref ref-type="bibr" rid="B19">Ge et al., 2021</xref>; <xref ref-type="bibr" rid="B24">Huang et al., 2023</xref>). However, a study also reported results significantly different from theirs (<xref ref-type="bibr" rid="B23">Hong et al., 2016</xref>). This may be due to the inconsistent results of the studies due to differences in sample size, follow-up time, and measurement methods. Currently, most existing studies focus singularly on the correlation between hearing impairment, visual impairment, or dual sensory impairment and dementia or cognitive impairment, with fewer systematic evaluations of the three sensory impairments about dementia and cognitive impairment. Therefore, this study aimed to comprehensively and systematically evaluate the correlation of hearing impairment, visual impairment, and dual sensory impairment with dementia and cognitive dysfunction in older adults to identify the predictors of their disease progression and to provide guidance for interventions to delay dementia and cognitive impairment in older adults.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<p>This systematic review strictly follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statements. This systematic review has been registered with the international prospective systematic review registration platform PROSPERO (CRD42024606342).</p>
<sec id="S2.SS1">
<label>2.1</label>
<title>Search strategy</title>
<p>2 researchers systematically searched the China National Knowledge Infrastructure (CNKI), Wanfang, Vip, Sinomed, PubMed, Web of Science, the Cochrane Library, and Embase database for literature on hearing impairment, visual impairment, and dual sensory impairment related to dementia and cognitive impairment in older adults. The references of the included studies were also traced back to obtain a more comprehensive literature review. Supplementary searches were conducted for relevant studies that had not yet been published in two clinical trial registries (Clinical Trials.gov and the Chinese Clinical Trial Registry). The search was conducted from the time of library construction to January 2025. The search was conducted using subject terms plus free words, and the main search strategies were as follows: (&#x201C;visual acuity&#x201D; OR &#x201C;vision acuity&#x201D; OR &#x201C;visual impairment&#x201D; OR &#x201C;vision impairment&#x201D; OR &#x201C;visual loss&#x201D; OR &#x201C;vision loss&#x201D; OR &#x201C;partial sight&#x201D; OR &#x201C;blindness&#x201D; OR &#x201C;hearing acuity&#x201D; OR &#x201C;hearing Loss&#x201D; OR &#x201C;hearing impairment&#x201D; OR &#x201C;hearing disorders&#x201D; OR &#x201C;hearing difficulty&#x201D; OR &#x201C;dual sensory loss&#x201D; OR &#x201C;dual sensory impairment&#x201D; OR &#x201C;dual impairments&#x201D; OR &#x201C;sensory impairments&#x201D;) AND (older&#x002A; OR elder&#x002A; OR senior&#x002A; OR geriatric&#x002A;) AND (cogniti&#x002A; OR alzheimer&#x002A; OR dementia&#x002A;). Specific search strategies for each database are described in the <xref ref-type="supplementary-material" rid="DS1">Supplementary materials</xref>.</p>
</sec>
<sec id="S2.SS2">
<label>2.2</label>
<title>Inclusion exclusion criteria</title>
<p>The inclusion criteria were developed according to the PRISMA.</p>
<p>The inclusion criteria for the study were as follows:</p>
<p>(1) study participants were older adults &#x2265; 60 years of age with hearing impairment, visual impairment, or dual sensory impairment;</p>
<p>(2) the outcome indicator was dementia or cognitive impairment;</p>
<p>(3) the type of study was cross-sectional, cohort, or case-control;</p>
<p>(4) valid data odds ratios (OR) and 95% confidence intervals (CI) were provided, or raw data that could be transformed;</p>
<p>(5) literature quality rating &#x003E; 5 and describe adjustment for potential confounders. The specific adjustment for confounding factors includes comorbidities (such as hypertension, diabetes, cardiovascular disease), lifestyle factors (physical activity levels, smoking status, alcohol consumption), socioeconomic status (education level, income), and demographic factors (age, gender, etc.).</p>
<p>Exclusion criteria for the study were as follows:</p>
<p>(1) duplicate literature;</p>
<p>(2) review and systematic evaluation of literature;</p>
<p>(3) non-Chinese and English literature.</p>
</sec>
<sec id="S2.SS3">
<label>2.3</label>
<title>Literature screening and extraction</title>
<p>2 researchers read the titles and abstracts of the studies for initial screening and read the remaining literature in its entirety to determine the final inclusion of the literature. 2 researchers used a pre-designed data extraction form to extract the basic information of the included literature, including the authors of the included studies, year of publication, baseline study year, country, type of study, participants/cases, age, gender (female %), and study content. The entire process of literature screening and extraction was done independently by 2 researchers, and disputes were resolved through discussion in case of disagreement. For studies with incomplete data, the corresponding author contacted the person in charge, and the study was deleted if valid data were still unavailable.</p>
</sec>
<sec id="S2.SS4">
<label>2.4</label>
<title>Literature evaluation</title>
<p>The quality of the included case-control and cohort studies was evaluated using the Newcastle Ottawa Scale (NOS) (<xref ref-type="bibr" rid="B59">Stang, 2010</xref>), which has a total score of 9, and a literature quality assessment of &#x003C; 6 is considered to be a low-quality study. For the included cross-sectional studies, quality evaluation was performed using the evaluation tool recommended by the Agency for Healthcare Research and Quality (AHRQ) (<xref ref-type="bibr" rid="B34">Liang et al., 2022</xref>); the total score of this scale was 11, and the quality of the literature &#x003C; 6 was classified as a low-quality study. Low-quality studies were excluded from this study.</p>
</sec>
<sec id="S2.SS5">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Meta-analysis was performed by log-transforming the study-specific estimates. The heterogeneity of studies was characterized by Q-test and <italic>I</italic><sup>2</sup>. Heterogeneity was small when <italic>P</italic> &#x003E; 0.1 and <italic>I</italic><sup>2</sup> &#x2264; 50%, and a fixed-effects model was used for the combined analysis; statistical heterogeneity existed when <italic>P</italic> &#x003C; 0.1 or <italic>I</italic><sup>2</sup> &#x003E; 50% (<xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). When study heterogeneity was large, the source of study heterogeneity was found by article-by-article culling, or subgroup analysis was performed to reduce study heterogeneity, and if study heterogeneity still existed, a random-effects model was selected. We searched for sources of heterogeneity in studies of the relevance of visual impairment, hearing impairment, and dual sensory impairment to dementia in older adults through article-by-article exclusion. We conducted subgroup analyses to determine whether the correlation between visual impairment and hearing impairment and cognitive impairment in older adults differed in results among important variables, and we stratified our analyses primarily on the type of study, country, and sample size of included studies. Sensitivity analysis was applied to determine the stability of the study results; funnel plot and Egger&#x2019;s test were used to determine whether the study had publication bias (<xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>), and the difference was considered statistically significant at <italic>P</italic> &#x003C; 0.05. The data analysis software utilized in this study was Reviewer Manager 5.4 and Stata 17.0.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="S3.SS1">
<label>3.1</label>
<title>Search results</title>
<p>A total of 10,370 studies were retrieved for this study, and we browsed the titles and abstracts of all studies. A total of 4,303 studies that did not meet the inclusion criteria were excluded; 5,909 studies that did not match the content of the study were excluded. Read the remaining 158 full-text exclusions: 42 studies with inconsistent study design, 37 studies with no access to valid data, and 17 studies with low-quality literature. Finally, 62 studies were included. The specific literature screening results are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Literature screening process diagram.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-17-1656686-g001.tif">
<alt-text content-type="machine-generated">Flowchart detailing the identification of studies through databases and registers. Initially, 10370 records were found across eight databases. After removing duplicates, ineligible records, and reviews, 6067 records were screened, excluding 5909. At the retrieval stage, 158 reports were considered, with 42 excluded for inconsistent methods or design. Finally, 116 reports were assessed for eligibility, excluding 54 due to invalid data or poor quality. The included studies number 62, comprising 30 on dementia, 37 on cognitive dysfunction, and 5 on both.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S3.SS2">
<label>3.2</label>
<title>Basic characteristics and quality evaluation of literature</title>
<p>A total of 62 studies were included, 30 studies on dementia (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B21">Gurgel et al., 2014</xref>; <xref ref-type="bibr" rid="B25">Hung et al., 2015</xref>; <xref ref-type="bibr" rid="B14">Deal et al., 2017</xref>; <xref ref-type="bibr" rid="B20">Golub et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Amieva et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Luo et al., 2018</xref>; <xref ref-type="bibr" rid="B3">Brenowitz et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B47">Na&#x00EB;l et al., 2019</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B31">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Maruta et al., 2020</xref>; <xref ref-type="bibr" rid="B63">Tran et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Brewster et al., 2021</xref>; <xref ref-type="bibr" rid="B5">Byeon et al., 2021</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>; <xref ref-type="bibr" rid="B48">Pabst et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Littlejohns et al., 2022</xref>; <xref ref-type="bibr" rid="B44">Mohammed et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Stevenson et al., 2022</xref>; <xref ref-type="bibr" rid="B24">Huang et al., 2023</xref>; <xref ref-type="bibr" rid="B29">Killeen et al., 2023</xref>; <xref ref-type="bibr" rid="B46">Myrstad et al., 2023</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>; <xref ref-type="bibr" rid="B50">Park et al., 2024</xref>), 37 studies on cognitive impairment (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B43">Mitoku et al., 2016</xref>; <xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B58">Soto-Perez-de-Celis et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Curhan et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B11">Curhan et al., 2020</xref>; <xref ref-type="bibr" rid="B40">Ma et al., 2020</xref>; <xref ref-type="bibr" rid="B55">Sardone et al., 2020</xref>; <xref ref-type="bibr" rid="B6">Cao et al., 2021</xref>; <xref ref-type="bibr" rid="B7">Chen, 2021</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Fang et al., 2021</xref>; <xref ref-type="bibr" rid="B17">Fenwick et al., 2021</xref>; <xref ref-type="bibr" rid="B32">Lee et al., 2021</xref>; <xref ref-type="bibr" rid="B54">Saji et al., 2021</xref>; <xref ref-type="bibr" rid="B2">Bikbov et al., 2022</xref>; <xref ref-type="bibr" rid="B18">Fuller-Thomson et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Guthrie et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Muhammad et al., 2022</xref>; <xref ref-type="bibr" rid="B61">Tai et al., 2022</xref>; <xref ref-type="bibr" rid="B62">Tomida et al., 2022</xref>; <xref ref-type="bibr" rid="B66">Vu et al., 2022</xref>; <xref ref-type="bibr" rid="B67">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B12">Dai et al., 2023</xref>; <xref ref-type="bibr" rid="B33">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B49">Paiva et al., 2023</xref>; <xref ref-type="bibr" rid="B69">Xu et al., 2023</xref>, <xref ref-type="bibr" rid="B70">2024</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>; <xref ref-type="bibr" rid="B28">Jeong and Chang, 2024</xref>; <xref ref-type="bibr" rid="B38">Luo et al., 2024</xref>; <xref ref-type="bibr" rid="B41">Marmamula et al., 2024</xref>; <xref ref-type="bibr" rid="B51">Qi et al., 2024</xref>; <xref ref-type="bibr" rid="B52">Qin et al., 2024</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>), and 5 studies reported on both dementia and cognitive impairment (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>). Among the dementia studies, there were 25 cohort studies (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B21">Gurgel et al., 2014</xref>; <xref ref-type="bibr" rid="B14">Deal et al., 2017</xref>; <xref ref-type="bibr" rid="B20">Golub et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Amieva et al., 2018</xref>; <xref ref-type="bibr" rid="B3">Brenowitz et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B47">Na&#x00EB;l et al., 2019</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B31">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Maruta et al., 2020</xref>; <xref ref-type="bibr" rid="B63">Tran et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Brewster et al., 2021</xref>; <xref ref-type="bibr" rid="B5">Byeon et al., 2021</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>; <xref ref-type="bibr" rid="B48">Pabst et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Littlejohns et al., 2022</xref>; <xref ref-type="bibr" rid="B44">Mohammed et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Stevenson et al., 2022</xref>; <xref ref-type="bibr" rid="B46">Myrstad et al., 2023</xref>; <xref ref-type="bibr" rid="B50">Park et al., 2024</xref>), 4 cross-sectional studies (<xref ref-type="bibr" rid="B39">Luo et al., 2018</xref>; <xref ref-type="bibr" rid="B24">Huang et al., 2023</xref>; <xref ref-type="bibr" rid="B29">Killeen et al., 2023</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>), and 1 case-control study (<xref ref-type="bibr" rid="B25">Hung et al., 2015</xref>); 7 on dual sensory impairments, 15 on visual impairments, and 17 on hearing impairments; all had literature quality scores of &#x2265; 6, with a maximum of 11 (<xref ref-type="bibr" rid="B24">Huang et al., 2023</xref>). Among the cognitive dysfunction studies, there were 21 cohort studies (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B43">Mitoku et al., 2016</xref>; <xref ref-type="bibr" rid="B58">Soto-Perez-de-Celis et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Curhan et al., 2019</xref>, <xref ref-type="bibr" rid="B11">2020</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B40">Ma et al., 2020</xref>; <xref ref-type="bibr" rid="B6">Cao et al., 2021</xref>; <xref ref-type="bibr" rid="B7">Chen, 2021</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Fang et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Fuller-Thomson et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Guthrie et al., 2022</xref>; <xref ref-type="bibr" rid="B61">Tai et al., 2022</xref>; <xref ref-type="bibr" rid="B62">Tomida et al., 2022</xref>; <xref ref-type="bibr" rid="B66">Vu et al., 2022</xref>; <xref ref-type="bibr" rid="B12">Dai et al., 2023</xref>; <xref ref-type="bibr" rid="B69">Xu et al., 2023</xref>; <xref ref-type="bibr" rid="B52">Qin et al., 2024</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>), 16 cross-sectional studies (<xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B55">Sardone et al., 2020</xref>; <xref ref-type="bibr" rid="B17">Fenwick et al., 2021</xref>; <xref ref-type="bibr" rid="B32">Lee et al., 2021</xref>; <xref ref-type="bibr" rid="B54">Saji et al., 2021</xref>; <xref ref-type="bibr" rid="B2">Bikbov et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Muhammad et al., 2022</xref>; <xref ref-type="bibr" rid="B67">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B33">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B49">Paiva et al., 2023</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>; <xref ref-type="bibr" rid="B28">Jeong and Chang, 2024</xref>; <xref ref-type="bibr" rid="B38">Luo et al., 2024</xref>; <xref ref-type="bibr" rid="B41">Marmamula et al., 2024</xref>; <xref ref-type="bibr" rid="B51">Qi et al., 2024</xref>; <xref ref-type="bibr" rid="B70">Xu et al., 2024</xref>); 8 on dual sensory impairment, 20 on visual impairment, and 20 on hearing impairment; all had a literature quality score of &#x2265; 6, with a maximum of 10 (<xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>). The basic characteristics and quality evaluation of the literature are shown in <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Basic characteristics of studies related to sensory disorders and dementia.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">References</th>
<th valign="top" align="left">Baseline study year</th>
<th valign="top" align="left">Country</th>
<th valign="top" align="left">Study type</th>
<th valign="top" align="left">Participants/cases</th>
<th valign="top" align="left">Age (years)</th>
<th valign="top" align="left">Gender (female %)</th>
<th valign="top" align="left">Research contents</th>
<th valign="top" align="left">Quality evaluation</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B5">Byeon et al., 2021</xref></td>
<td valign="top" align="left">2012&#x2013;2014</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">6,520/201</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">56.87</td>
<td valign="top" align="left">Double sensory disorder</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref></td>
<td valign="top" align="left">2009&#x2013;2014</td>
<td valign="top" align="left">Canada</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">352,656/69,213</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">63.2</td>
<td valign="top" align="left">Double sensory disorder</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B27">Hwang et al., 2022</xref></td>
<td valign="top" align="left">1992&#x2013;1999</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">2,927/307</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">58.2</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">9</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B48">Pabst et al., 2021</xref></td>
<td valign="top" align="left">1997&#x2013;2017</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">3,497/902</td>
<td valign="top" align="left">&#x2265; 75</td>
<td valign="top" align="left">67.2</td>
<td valign="top" align="left">Visual impairment; hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B44">Mohammed et al., 2022</xref></td>
<td valign="top" align="left">2003&#x2013;2018</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">280/89</td>
<td valign="top" align="left">79.5 (5.2)</td>
<td valign="top" align="left">63</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B14">Deal et al., 2017</xref></td>
<td valign="top" align="left">1999&#x2013;2006</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">1,889/229</td>
<td valign="top" align="left">70&#x2013;79</td>
<td valign="top" align="left">53</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B21">Gurgel et al., 2014</xref></td>
<td valign="top" align="left">1995&#x2013;2008</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">4,463/137</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">56.98</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B3">Brenowitz et al., 2019</xref></td>
<td valign="top" align="left">1998&#x2013;2014</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">1,810/336</td>
<td valign="top" align="left">70&#x2013;79</td>
<td valign="top" align="left">51.82</td>
<td valign="top" align="left">Visual impairment; hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B8">Chen et al., 2021</xref></td>
<td valign="top" align="left">2011&#x2013;2018</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">10,676/ 2,371</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">59</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">9</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref></td>
<td valign="top" align="left">2000&#x2013;2008</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">2,051/321</td>
<td valign="top" align="left">&#x2265; 75</td>
<td valign="top" align="left">44.12</td>
<td valign="top" align="left">Double sensory disorder; visual impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B4">Brewster et al., 2021</xref></td>
<td valign="top" align="left">2005&#x2013;2017</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">2,051/163</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">53.33</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref></td>
<td valign="top" align="left">1992&#x2013;2005</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">625/168</td>
<td valign="top" align="left">&#x2265; 71</td>
<td valign="top" align="left">61.6</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B31">Lee et al., 2020</xref></td>
<td valign="top" align="left">2005&#x2013;2011</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">15,576/1,349</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">63.8</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Littlejohns et al., 2022</xref></td>
<td valign="top" align="left">2006&#x2013;2011</td>
<td valign="top" align="left">Britain</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">7,337/517</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">53.9</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B1">Amieva et al., 2018</xref></td>
<td valign="top" align="left">1988&#x2013;2014</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">3,588/876</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">57.8</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B42">Maruta et al., 2020</xref></td>
<td valign="top" align="left">2010&#x2013;2017</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">2,190/1,153</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">79.4</td>
<td valign="top" align="left">Double sensory disorder</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B47">Na&#x00EB;l et al., 2019</xref></td>
<td valign="top" align="left">2001&#x2013;2012</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">7,736/882</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">61.3</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref></td>
<td valign="top" align="left">2011&#x2013;2020</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">7,562/4,234</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">58.3</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B63">Tran et al., 2020</xref></td>
<td valign="top" align="left">2000&#x2013;2002</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">1,061/42</td>
<td valign="top" align="left">66&#x2013;84</td>
<td valign="top" align="left">100</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B60">Stevenson et al., 2022</xref></td>
<td valign="top" align="left">2009&#x2013;2019</td>
<td valign="top" align="left">Britain</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">82,039/1,285</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">52.1</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">9</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B50">Park et al., 2024</xref></td>
<td valign="top" align="left">2005&#x2013;2019</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">44,728/1,875</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">44.1</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B46">Myrstad et al., 2023</xref></td>
<td valign="top" align="left">2017&#x2013;2019</td>
<td valign="top" align="left">Norway</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">7,135/1,089</td>
<td valign="top" align="left">&#x2265; 70</td>
<td valign="top" align="left">55.3</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B20">Golub et al., 2017</xref></td>
<td valign="top" align="left">1992&#x2013;2012</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">1,881/56</td>
<td valign="top" align="left">76 (6.3)</td>
<td valign="top" align="left">70</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref></td>
<td valign="top" align="left">2004&#x2013;2013</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">4,812/273</td>
<td valign="top" align="left">73.7 (9.6)</td>
<td valign="top" align="left">48.5</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref></td>
<td valign="top" align="left">2001&#x2013;2008</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">351/97</td>
<td valign="top" align="left">&#x2265; 70</td>
<td valign="top" align="left">55</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B25">Hung et al., 2015</xref></td>
<td valign="top" align="left">1998&#x2013;2011</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="left">2,440/488</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">55.74</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B72">Yu et al., 2023</xref></td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,120/103</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">59.29</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B39">Luo et al., 2018</xref></td>
<td/>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">250,752/5,277</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">52.5</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B24">Huang et al., 2023</xref></td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">2,413/332</td>
<td valign="top" align="left">&#x2265; 70</td>
<td valign="top" align="left">53.89</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">11</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B29">Killeen et al., 2023</xref></td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">3,817/497</td>
<td valign="top" align="left">&#x2265; 71</td>
<td valign="top" align="left">55.3</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">9</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Basic characteristics of studies related to sensory impairment and cognitive impairment.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left">References</th>
<th valign="top" align="left">Baseline study year</th>
<th valign="top" align="left">Country</th>
<th valign="top" align="left">Study type</th>
<th valign="top" align="left">Participants/cases</th>
<th valign="top" align="left">Age (years)</th>
<th valign="top" align="left">Gender (female %)</th>
<th valign="top" align="left">Research contents</th>
<th valign="top" align="left">Quality evaluation</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref></td>
<td valign="top" align="left">2009&#x2013;2014</td>
<td valign="top" align="left">Canada</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">352,656/69,213</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">63.2</td>
<td valign="top" align="left">Double sensory disorder</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B58">Soto-Perez-de-Celis et al., 2018</xref></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">750/45</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">44</td>
<td valign="top" align="left">Double sensory disorder</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B62">Tomida et al., 2022</xref></td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">4,471/1,052</td>
<td valign="top" align="left">&#x2265; 70</td>
<td valign="top" align="left">52.3</td>
<td valign="top" align="left">Double sensory disorder; visual impairment;</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B43">Mitoku et al., 2016</xref></td>
<td valign="top" align="left">2003&#x2013;2009</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">1,754/360</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">65.51</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref></td>
<td valign="top" align="left">2001&#x2013;2008</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">351 /97</td>
<td valign="top" align="left">&#x2265; 70</td>
<td valign="top" align="left">55</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B71">Yang et al., 2024</xref></td>
<td valign="top" align="left">2008&#x2013;2018</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">6,862/1,712</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">51.2</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B22">Guthrie et al., 2022</xref></td>
<td valign="top" align="left">2009&#x2013;2014</td>
<td valign="top" align="left">Canada</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">106,920/13,609</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">68.4</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B18">Fuller-Thomson et al., 2022</xref></td>
<td valign="top" align="left">2008&#x2013;2017</td>
<td valign="top" align="left">Canada</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">5,405,135/2,599,869</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">56.4</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B16">Fang et al., 2021</xref></td>
<td valign="top" align="left">2005&#x2013;2012</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">105,208/4,542</td>
<td valign="top" align="left">75.23 &#x00B1; 6.91</td>
<td valign="top" align="left">49.3</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B8">Chen et al., 2021</xref></td>
<td valign="top" align="left">2011&#x2013;2014</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">4,267/651</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">48.98</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B6">Cao et al., 2021</xref></td>
<td valign="top" align="left">2002&#x2013;2014</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">16,151/4,625</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">50.9</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B10">Curhan et al., 2019</xref></td>
<td valign="top" align="left">2008&#x2013;2016</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">10,107/2,771</td>
<td valign="top" align="left">&#x2265; 62</td>
<td valign="top" align="left">100</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">9</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B11">Curhan et al., 2020</xref></td>
<td valign="top" align="left">2012&#x2013;2014</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">20,193/5,106</td>
<td valign="top" align="left">&#x2265; 66</td>
<td valign="top" align="left">100</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">9</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B66">Vu et al., 2022</xref></td>
<td valign="top" align="left">2010&#x2013;2016</td>
<td valign="top" align="left">Singapore</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">2,324/248</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">48.45</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref></td>
<td valign="top" align="left">1992&#x2013;2005</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">625/168</td>
<td valign="top" align="left">&#x2265; 71</td>
<td valign="top" align="left">61.6</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B61">Tai et al., 2022</xref></td>
<td valign="top" align="left">1999&#x2013;2011</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">4,208/3,861</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">48.1</td>
<td valign="top" align="left">Visual impairment;</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B52">Qin et al., 2024</xref></td>
<td valign="top" align="left">2011&#x2013;2012, 2014, and 2018</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">5,218/2,307</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">52.05</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B40">Ma et al., 2020</xref></td>
<td valign="top" align="left">2014&#x2013;2017</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">1,117/575</td>
<td valign="top" align="left">70&#x2013;84</td>
<td valign="top" align="left">55.1</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B12">Dai et al., 2023</xref></td>
<td valign="top" align="left">2018&#x2013;2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">2,216/1,129</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">59.7</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B69">Xu et al., 2023</xref></td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">224/112</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">57.1</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref></td>
<td valign="top" align="left">2004&#x2013;2013</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cohort study</td>
<td valign="top" align="left">4,812/273</td>
<td valign="top" align="left">73.7 (9.6)</td>
<td valign="top" align="left">48.5</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B33">Li et al., 2023</xref></td>
<td valign="top" align="left">2022</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">2,242/1,006</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">54.5</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B2">Bikbov et al., 2022</xref></td>
<td valign="top" align="left">2017&#x2013;2020</td>
<td valign="top" align="left">Russia</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">731/242</td>
<td valign="top" align="left">&#x2265; 85</td>
<td valign="top" align="left">72.5</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B67">Wang et al., 2022</xref></td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,012/371</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">57.71</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B17">Fenwick et al., 2021</xref></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">Singapore</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">874/281</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">51</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B49">Paiva et al., 2023</xref></td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,335/274</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">63.7</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Saji et al., 2021</xref></td>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,602/565</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">58.49</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B9">Chen et al., 2017</xref></td>
<td valign="top" align="left">2011&#x2013;2015</td>
<td valign="top" align="left">America</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">30,202/7,546</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">52</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">10</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B28">Jeong and Chang, 2024</xref></td>
<td valign="top" align="left">2020</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">9,692/3,858</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">55.2</td>
<td valign="top" align="left">Double sensory disorder; visual impairment; hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B45">Muhammad et al., 2022</xref></td>
<td valign="top" align="left">2011</td>
<td valign="top" align="left">India</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">9,541/5,724</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">52.6</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B38">Luo et al., 2024</xref></td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">428/138</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">52.1</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">6</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B41">Marmamula et al., 2024</xref></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">India</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">965/260</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">63.4</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B51">Qi et al., 2024</xref></td>
<td valign="top" align="left">2019&#x2013;2020</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">10,347/1,977</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">57.2</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B32">Lee et al., 2021</xref></td>
<td valign="top" align="left">2009&#x2013;2015</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,815,835/247,828</td>
<td valign="top" align="left">&#x2265; 66</td>
<td valign="top" align="left">53.65</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B55">Sardone et al., 2020</xref></td>
<td valign="top" align="left">2013&#x2013;2018</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,647/260</td>
<td valign="top" align="left">&#x2265; 65</td>
<td valign="top" align="left">55.07</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B70">Xu et al., 2024</xref></td>
<td valign="top" align="left">2022</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">363/268</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">43.8</td>
<td valign="top" align="left">Hearing impairment</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td valign="top" align="left"><xref ref-type="bibr" rid="B72">Yu et al., 2023</xref></td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="left">1,120/103</td>
<td valign="top" align="left">&#x2265; 60</td>
<td valign="top" align="left">59.29</td>
<td valign="top" align="left">Visual impairment</td>
<td valign="top" align="left">7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S3.SS3">
<label>3.3</label>
<title>Meta-analysis of sensory impairment and dementia in older adults</title>
<sec id="S3.SS3.SSS1">
<label>3.3.1</label>
<title>Dual sensory impairment</title>
<p>A total of seven studies (<xref ref-type="bibr" rid="B39">Luo et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B42">Maruta et al., 2020</xref>; <xref ref-type="bibr" rid="B5">Byeon et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>) reported the association between dual sensory impairment and dementia in older adults, and a test for heterogeneity found statistical heterogeneity across studies (<italic>I</italic><sup>2</sup> = 83%, <italic>P</italic> &#x003C; 0.001). A sensitivity analysis was performed, revealing that the studies by <xref ref-type="bibr" rid="B13">Davidson and Guthrie (2019)</xref> and <xref ref-type="bibr" rid="B27">Hwang et al. (2022)</xref> were more heterogeneous. In <xref ref-type="bibr" rid="B27">Hwang et al.&#x2019;s (2022)</xref>, the log OR value reached a maximum of 1.30; in <xref ref-type="bibr" rid="B13">Davidson and Guthrie&#x2019;s (2019)</xref>, the log OR value reached a minimum of 0.25, while the log OR values in the remaining studies ranged from 0.37 to 0.77, and the heterogeneity was reduced after excluding two studies (<italic>I</italic><sup>2</sup> = 32%, <italic>P</italic> = 0.21), so a fixed-effects model was chosen for the combined analysis, and the results showed that dual sensory impairment was associated with dementia in older adults, and the results were statistically significant [OR 95% CI 1.66 (1.47, 1.86), <italic>P</italic> &#x003C; 0.001]. As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Forest plot of sensory impairment and dementia in older adults. <bold>(A)</bold> Dual sensory impairment and dementia. <bold>(B)</bold> Visual impairment and dementia. <bold>(C)</bold> Hearing impairment and dementia.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-17-1656686-g002.tif">
<alt-text content-type="machine-generated">Forest plot displaying odds ratios for three impairments: dual sensory, visual, and hearing. Each section lists studies with odds ratios, confidence intervals, and weights. The plot includes summary diamonds indicating overall effect sizes: dual sensory (1.66), visual (1.60), and hearing (1.26). Horizontal lines represent confidence intervals, with markers varying in size based on study weight.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S3.SS3.SSS2">
<label>3.3.2</label>
<title>Visual impairment</title>
<p>A total of 15 studies (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B39">Luo et al., 2018</xref>; <xref ref-type="bibr" rid="B3">Brenowitz et al., 2019</xref>; <xref ref-type="bibr" rid="B47">Na&#x00EB;l et al., 2019</xref>; <xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B31">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="B63">Tran et al., 2020</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>; <xref ref-type="bibr" rid="B48">Pabst et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Littlejohns et al., 2022</xref>; <xref ref-type="bibr" rid="B29">Killeen et al., 2023</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>) reported the association between visual impairment and dementia in older adults, and a heterogeneity test found statistical heterogeneity among the studies (<italic>I</italic><sup>2</sup> = 84%, <italic>P</italic> &#x003C; 0.001). A sensitivity analysis was performed and found that the studies of <xref ref-type="bibr" rid="B8">Chen et al. (2021)</xref> and <xref ref-type="bibr" rid="B48">Pabst et al. (2021)</xref> were more heterogeneous, and the heterogeneity was reduced by excluding these studies (<italic>I</italic><sup>2</sup> = 34%, <italic>P</italic> = 0.11), so a fixed-effects model was chosen for the combined analysis, and the results showed that visual impairment was associated with dementia in older adults, and the results were statistically significant [OR 95% CI 1.60 (1.48, 1.74), <italic>P</italic> &#x003C; 0.001]. As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
</sec>
<sec id="S3.SS3.SSS3">
<label>3.3.3</label>
<title>Hearing impairment</title>
<p>A total of 17 studies (<xref ref-type="bibr" rid="B21">Gurgel et al., 2014</xref>; <xref ref-type="bibr" rid="B25">Hung et al., 2015</xref>; <xref ref-type="bibr" rid="B14">Deal et al., 2017</xref>; <xref ref-type="bibr" rid="B20">Golub et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Amieva et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Luo et al., 2018</xref>; <xref ref-type="bibr" rid="B3">Brenowitz et al., 2019</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B4">Brewster et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>; <xref ref-type="bibr" rid="B48">Pabst et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Hwang et al., 2022</xref>; <xref ref-type="bibr" rid="B44">Mohammed et al., 2022</xref>; <xref ref-type="bibr" rid="B60">Stevenson et al., 2022</xref>; <xref ref-type="bibr" rid="B24">Huang et al., 2023</xref>; <xref ref-type="bibr" rid="B46">Myrstad et al., 2023</xref>; <xref ref-type="bibr" rid="B50">Park et al., 2024</xref>) reported the association between hearing impairment and dementia in older adults, and the heterogeneity test found that there was statistical heterogeneity among the studies (<italic>I</italic><sup>2</sup> = 58%, <italic>P</italic> &#x003C; 0.001). A sensitivity analysis was performed and found that the study of <xref ref-type="bibr" rid="B46">Myrstad et al. (2023)</xref> was more heterogeneous, and the heterogeneity was reduced by excluding this study (<italic>I</italic><sup>2</sup> = 44%, <italic>P</italic> = 0.03), so a fixed-effects model was chosen for the combined analysis, and the results showed that hearing impairment was associated with dementia in older adults, and the results were statistically significant [OR 95% CI 1.26 (1.22, 1.31), <italic>P</italic> &#x003C; 0.001]. As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
</sec>
</sec>
<sec id="S3.SS4">
<label>3.4</label>
<title>Meta-analysis of sensory impairment and cognitive impairment in older adults</title>
<sec id="S3.SS4.SSS1">
<label>3.4.1</label>
<title>Dual sensory impairment</title>
<p>A total of 8 studies (<xref ref-type="bibr" rid="B43">Mitoku et al., 2016</xref>; <xref ref-type="bibr" rid="B58">Soto-Perez-de-Celis et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Davidson and Guthrie, 2019</xref>; <xref ref-type="bibr" rid="B2">Bikbov et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Guthrie et al., 2022</xref>; <xref ref-type="bibr" rid="B62">Tomida et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Jeong and Chang, 2024</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>) reported the association between dual sensory impairment and cognitive impairment in older adults, and the heterogeneity test found that there was statistical heterogeneity among the studies (<italic>I</italic><sup>2</sup> = 92%, <italic>P</italic> &#x003C; 0.001). A sensitivity analysis was performed and found that the results of the studies were stable, so a random-effects model was chosen for data analysis, which showed that dual sensory impairment was associated with cognitive impairment in older adults, and the results were statistically significant [OR 95% CI 2.08 (1.70, 2.54), <italic>P</italic> &#x003C; 0.001]. As shown in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Forest plot of sensory impairment and cognitive impairment. <bold>(A)</bold> Dual sensory impairment and cognitive impairment. <bold>(B)</bold> Visual impairment and cognitive impairment. <bold>(C)</bold> Hearing impairment and cognitive impairment.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-17-1656686-g003.tif">
<alt-text content-type="machine-generated">Forest plots showing odds ratios from various studies on sensory impairments. Panel A depicts dual sensory impairment, showing studies with weights and 95% confidence intervals, and a combined odds ratio of 2.08. Panel B illustrates visual impairment, listing similar metrics with an overall odds ratio of 1.84. Panel C represents hearing impairment, with an overall odds ratio of 1.50. Each plot includes a diamond indicating the total effect size, and individual study results are marked with horizontal lines on a log scale.</alt-text>
</graphic>
</fig>
</sec>
<sec id="S3.SS4.SSS2">
<label>3.4.2</label>
<title>Visual impairment</title>
<p>A total of 20 studies (<xref ref-type="bibr" rid="B53">Rogers and Langa, 2010</xref>; <xref ref-type="bibr" rid="B43">Mitoku et al., 2016</xref>; <xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Cao et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Ehrlich et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Fang et al., 2021</xref>; <xref ref-type="bibr" rid="B17">Fenwick et al., 2021</xref>; <xref ref-type="bibr" rid="B2">Bikbov et al., 2022</xref>; <xref ref-type="bibr" rid="B18">Fuller-Thomson et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Guthrie et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Muhammad et al., 2022</xref>; <xref ref-type="bibr" rid="B61">Tai et al., 2022</xref>; <xref ref-type="bibr" rid="B62">Tomida et al., 2022</xref>; <xref ref-type="bibr" rid="B66">Vu et al., 2022</xref>; <xref ref-type="bibr" rid="B12">Dai et al., 2023</xref>; <xref ref-type="bibr" rid="B72">Yu et al., 2023</xref>; <xref ref-type="bibr" rid="B28">Jeong and Chang, 2024</xref>; <xref ref-type="bibr" rid="B38">Luo et al., 2024</xref>; <xref ref-type="bibr" rid="B41">Marmamula et al., 2024</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>) reported the association between visual impairment and cognitive impairment in older adults, and the heterogeneity test found that there was a statistically significant heterogeneity among the studies (<italic>I</italic><sup>2</sup> = 99%, <italic>P</italic> &#x003C; 0.001). Sensitivity analysis was performed and found that the results of the studies were stable, so a random effects model was chosen for data analysis, which showed that visual impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.84 (1.44, 2.36), <italic>P</italic> &#x003C; 0.001]. As shown in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
</sec>
<sec id="S3.SS4.SSS3">
<label>3.4.3</label>
<title>Hearing impairment</title>
<p>A total of 20 studies (<xref ref-type="bibr" rid="B43">Mitoku et al., 2016</xref>; <xref ref-type="bibr" rid="B10">Curhan et al., 2019</xref>, <xref ref-type="bibr" rid="B11">2020</xref>; <xref ref-type="bibr" rid="B64">Vassilaki et al., 2019</xref>; <xref ref-type="bibr" rid="B40">Ma et al., 2020</xref>; <xref ref-type="bibr" rid="B55">Sardone et al., 2020</xref>; <xref ref-type="bibr" rid="B7">Chen, 2021</xref>; <xref ref-type="bibr" rid="B32">Lee et al., 2021</xref>; <xref ref-type="bibr" rid="B54">Saji et al., 2021</xref>; <xref ref-type="bibr" rid="B2">Bikbov et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Guthrie et al., 2022</xref>; <xref ref-type="bibr" rid="B67">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B33">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B49">Paiva et al., 2023</xref>; <xref ref-type="bibr" rid="B69">Xu et al., 2023</xref>, <xref ref-type="bibr" rid="B70">2024</xref>; <xref ref-type="bibr" rid="B28">Jeong and Chang, 2024</xref>; <xref ref-type="bibr" rid="B51">Qi et al., 2024</xref>; <xref ref-type="bibr" rid="B52">Qin et al., 2024</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>) reported the association between hearing impairment and cognitive impairment in older adults, and the heterogeneity test found that there was statistically significant heterogeneity among the studies (<italic>I</italic><sup>2</sup> = 91%, <italic>P</italic> &#x003C; 0.001). Sensitivity analysis was performed and found that the results of the studies were stable, so the random effects model was chosen for data analysis, and the results showed that hearing impairment was associated with cognitive impairment in older adults, and the results were statistically significant [OR 95% CI 1.50 (1.36, 1.65), <italic>P</italic> &#x003C; 0.001]. As shown in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
</sec>
</sec>
<sec id="S3.SS5">
<label>3.5</label>
<title>Subgroup analysis</title>
<sec id="S3.SS5.SSS1">
<label>3.5.1</label>
<title>Visual impairment and cognitive impairment</title>
<p>A total of 8 cross-sectional studies reported the association between visual impairment and cognitive impairment in older adults. Meta-analysis results showed that visual impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.82 (1.38, 2.40), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). A total of 12 cohort studies reported the association between visual impairment and cognitive impairment in older adults. Meta-analysis showed that visual impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.85 (1.39, 2.47), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). A total of 7 studies from China reported the association between visual impairment and cognitive impairment in older adults. Meta-analysis showed that visual impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.96 (1.41, 2.73), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>). A total of 13 studies from other countries reported the association between visual impairment and cognitive impairment in older adults. Meta-analysis showed that visual impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.79 (1.26, 2.53), <italic>P</italic> &#x003C; 0.05] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>). A total of 15 studies (sample size &#x003C; 10,000) reported the association between visual impairment and cognitive impairment in old age. Meta-analysis results showed that visual impairment was associated with cognitive impairment in old age and the results were statistically significant [OR 95% CI 1.58 (1.38, 1.81), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>). A total of 5 studies (sample size &#x003E; 10,000) reported the association between visual impairment and cognitive impairment in old age. Meta-analysis showed that visual impairment was associated with cognitive impairment in old age and the results were statistically significant [OR 95% CI 2.51 (1.76, 3.57), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>).</p>
</sec>
<sec id="S3.SS5.SSS2">
<label>3.5.2</label>
<title>Hearing impairment and cognitive impairment</title>
<p>A total of 10 cross-sectional studies reported the association between hearing impairment and cognitive impairment in old age. Meta-analysis results showed that hearing impairment was associated with cognitive impairment in old age and the results were statistically significant [OR 95% CI 1.61 (1.39, 1.87), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4</xref>). A total of 10 cohort studies reported the association between hearing impairment and cognitive impairment in old age. Meta-analysis results showed that hearing impairment was associated with cognitive impairment in old age and the results were statistically significant [OR 95% CI 1.43 (1.27, 1.60), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4</xref>). A total of 9 studies from China reported the association between hearing impairment and cognitive impairment in old age. Meta-analysis showed that hearing impairment was associated with cognitive impairment in old age and the results were statistically significant [OR 95% CI 1.49 (1.30, 1.71), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5</xref>). A total of 11 studies from other countries reported the association between hearing impairment and cognitive impairment in old age. Meta-analysis showed that hearing impairment was associated with cognitive impairment in old age and the results were statistically significant [OR 95% CI 1.53 (1.31, 1.79), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5</xref>). A total of 15 studies (sample size &#x003C; 10,000) reported the association between hearing impairment and cognitive impairment in older adults. Meta-analysis showed that hearing impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.52 (1.36, 1.71), <italic>P</italic> &#x003C; 0.001] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>). A total of 5 studies (sample size &#x003E; 10,000) reported the association between hearing impairment and cognitive impairment in older adults. Meta-analysis showed that hearing impairment was associated with cognitive impairment in older adults and the results were statistically significant [OR 95% CI 1.46 (1.18, 1.79), <italic>P</italic> &#x003C; 0.05] (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>).</p>
</sec>
</sec>
<sec id="S3.SS6">
<label>3.6</label>
<title>Publication bias</title>
<p>In dementia-related studies, the funnel plot of visual impairment with dementia in older adults was symmetric (Egger test: <italic>P</italic> = 0.395) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 7</xref>); and the funnel plot of hearing impairment with dementia in older adults was symmetric (Egger test: <italic>P</italic> = 0.910) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 8</xref>). In studies of cognitive impairment, the funnel plot of visual impairment versus cognitive impairment in old age was slightly asymmetric (Egger test: <italic>P</italic> = 0.00) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 9</xref>); the funnel plot of hearing impairment versus cognitive impairment in old age was slightly asymmetric (Egger test: <italic>P</italic> = 0.002) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 10</xref>).</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study provides a referable basis for reducing the occurrence of dementia and cognitive impairment in older adults. This study not only assessed the correlation of visual impairment and hearing impairment with dementia and cognitive impairment in older adults but also extended the theoretical basis by systematically analyzing the correlation of dual sensory impairment with dementia and cognitive impairment in older adults. Therefore, it is recommended that older adults with sensory impairments undergo routine screening, particularly in primary healthcare settings, with regular cognitive assessments (e.g., using the Montreal Cognitive Assessment) to detect early signs of dementia or cognitive decline. Provide timely intervention measures, such as hearing aids, vision correction equipment, or sensory rehabilitation training, while regularly conducting relevant themed health education activities to encourage older adults to actively manage their vision and hearing problems actively, thereby reducing the incidence of cognitive impairment. The results of this meta-analysis suggest that visual impairment, hearing impairment, and dual sensory impairment can predict dementia and cognitive impairment in older adults.</p>
<p>Visual impairment and hearing impairment are now increasingly recognized as potentially modifiable factors for dementia in older adults. Studies have reported that the risk of dementia in older adults with visual impairment is 8 times higher than in older adults without visual impairment (<xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). The Lancet Dementia Council, in a study on dementia prevention, care, and intervention, showed that hearing impairment is the most significant cause of dementia in older adults (<xref ref-type="bibr" rid="B37">Livingston et al., 2020</xref>). Dual sensory impairment is an extremely vulnerable subgroup that has the highest prevalence in the older adult population (<xref ref-type="bibr" rid="B27">Hwang et al., 2022</xref>), and it is difficult to compensate for by sensory substitution compared to single sensory impairments (e.g., compensating for dysfunction due to visual impairment through the auditory system). Therefore, older adults with dual sensory impairment are at higher risk for dementia (<xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). Research has shown that visual impairment and hearing impairment can explain their relationship with dementia through several mechanisms. Sensory impairment can lead to depression, social isolation, reduced physical activity, and functional limitations, all of which increase the risk of dementia (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). Research indicates that social support and mental health interventions play a crucial role in mitigating the adverse effects of sensory impairments on dementia risk (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). Social support acts as a protective factor: robust social networks can mitigate social isolation stemming from sensory deficits, promote regular physical and mental activities, and reduce the incidence of dementia and cognitive impairment. For instance, group-based interventions such as cognitive stimulation programs provide structured social interaction and mental engagement, compensating for diminished sensory input and reducing feelings of isolation. Regarding mental health interventions, targeted treatment for depression in individuals with sensory impairments (e.g., cognitive behavioral therapy) can disrupt the &#x201C;sensory deficit-depression-dementia&#x201D; cascade. Furthermore, integrating mental health screening into routine care for older adults with vision or hearing loss enables early identification and management of psychological distress, thereby reducing the incidence of cognitive impairment. In addition, sensory deficits lead to reduced activation of central sensory pathways, which in turn leads to structural and functional changes in the brain, such as atrophy of frontal brain regions induced by afferent nerve blockade, which puts pressure on brain circuits (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). At the same time, sensory impairments limit the neural resources required for optimal performance of cognitive tasks by increasing cognitive load (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). In addition, hearing impairment and visual impairment are associated with vascular lesions, such as white matter high signaling and microangiopathy, which are important contributors to dementia (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>). The higher risk of dementia in patients with dual sensory impairment may be that individuals compensate for the functional limitations of single sensory impairment through the undamaged sensory system (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>). The common cause hypothesis proposes that the association between sensory impairment and dementia reflects common pathological processes such as microvascular lesions and inflammation (<xref ref-type="bibr" rid="B26">Hwang et al., 2020</xref>, <xref ref-type="bibr" rid="B27">2022</xref>; <xref ref-type="bibr" rid="B30">Kuo et al., 2021</xref>). However, this needs to be validated by more relevant mechanisms.</p>
<p>Currently, studies have shown that the risk of cognitive impairment in older adults with hearing impairment is 2.66 times higher than in those without hearing impairment (<xref ref-type="bibr" rid="B49">Paiva et al., 2023</xref>). A meta-analysis indicated (<xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>) that the risk of developing cognitive impairment was 35% higher in older adults with visual impairment than in those without visual impairment. In addition, a 10-year cohort study, which was analyzed after adjusting for the effects of confounders such as education, BMI, smoking, alcohol consumption, marital status, and chronic diseases on outcomes, showed that older adults with dual sensory impairments had a higher risk of developing cognitive dysfunction than those with single sensory impairments (<xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>). The association between patients with sensory disorders and cognitive impairment may stem from changes in brain structure and function (<xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>). Studies have shown that patients with sensory impairments have reduced gray matter density and reduced temporal lobe volume in the brain, and these cortical changes and reductions may contribute to cognitive decline (<xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>). Sensory impairments also limit the interaction of older adults in their environments, for example, older adults affected by visual impairments and hearing impairments largely do not participate in physical and social activities, which indirectly contributes to an increased risk of cognitive impairment in older adults (<xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). In addition, studies have shown that sensory impairment and cognitive impairment share many common risk factors (e.g., age, smoking, hypertension, diabetes, etc.) (<xref ref-type="bibr" rid="B70">Xu et al., 2024</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>) and pathological underpinnings (e.g., &#x03B2;-amyloid deposition) (<xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>; <xref ref-type="bibr" rid="B71">Yang et al., 2024</xref>). &#x03B2;-amyloid deposition, a common histopathological feature of the brains of cognitively impaired patients, is also present in the retinal pigment epithelium of patients with visual impairment and &#x03B2;-amyloid deposition leads to mitochondrial dysfunction, inflammation, and vascular regulation, which further explains the association between sensory impairment and cognitive impairment (<xref ref-type="bibr" rid="B5">Byeon et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Shang et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Vu et al., 2021</xref>). The association between sensory impairment and cognitive impairment currently lacks a definitive mechanism. Future research should focus on conducting more high-quality longitudinal studies, such as time-series and causal studies, to determine the directional relationship between sensory impairment and cognitive impairment. Mediating effect analyses should be conducted to identify modifiable mediating factors (e.g., social engagement, physical activity) and moderating factors (e.g., age) influencing this association, thereby providing a reference basis for targeted intervention measures.</p>
<p>This meta-analysis gives us some insights. First, we found that visual impairment, hearing impairment, and dual sensory impairment were predictive of dementia and cognitive impairment in older adults through systematic and comprehensive assessment. Sensory impairment is potentially modifiable and provides a practical reference for reducing the occurrence of dementia and cognitive impairment in older adults. Second, given that dual sensory impairment is an important risk factor for the development of dementia and cognitive impairment, it is recommended that public health and healthcare should focus on this factor in the development of interventions and focus on screening this population. Finally, this meta-analysis was conducted strictly with the PRISMA reporting statement, and the larger sample size and higher quality of the included literature may inform future studies in similar settings.</p>
<p>Similarly, this meta-analysis has some limitations. First, there was a high level of heterogeneity among the included studies, possibly due to differences in sample size, measurement tools, and follow-up time. Therefore, more studies could be included in the future to reduce the source of heterogeneity. Second, this study included a limited number of studies related to dual sensory impairment with dementia and cognitive impairment in older adults, which may affect the comprehensiveness of the analyzed results. Finally, some of the studies included in our analysis were cross-sectional in design, precluding the establishment of causal relationships. This means that early subclinical cognitive decline itself may lead to visual and hearing impairments, rather than merely being a consequence of sensory deficits causing cognitive impairment. Moreover, cross-sectional designs cannot account for temporal sequences. Therefore, more prospective and large-scale cohort studies are needed in future research, which can longitudinally track the occurrence and progression of sensory and cognitive impairments, clarify directional relationships, and strengthen causal inference.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>Overall, our study suggests that visual impairment, hearing impairment, and dual sensory impairment are potential risk factors for dementia and cognitive impairment in older adults. Future research requires more high-quality longitudinal studies to explore the relationship between sensory impairments and dementia and cognitive impairment, with a particular focus on the following specific directions. First, conduct separate studies on different types of sensory impairments (such as mild versus severe visual/hearing impairments, single versus dual sensory impairments) to determine whether their predictive effects on dementia and cognitive impairment in older adults differ. Second, investigate potential mechanisms, such as how sensory impairments contribute to cognitive decline through pathways involving brain structure and function (e.g., cortical atrophy, neurotransmitter changes), psychosocial factors (e.g., social isolation, depression), or vascular pathology. Additionally, high-quality randomized controlled trials should be conducted to validate whether interventions targeting sensory impairments (e.g., hearing aid use, visual rehabilitation training) can effectively delay or prevent the onset of dementia and cognitive impairment in older adults, thereby providing more precise guidance for clinical practice and public health strategies.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in this article/<xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>QG: Writing &#x2013; original draft, Conceptualization, Methodology. YY: Formal analysis, Writing &#x2013; review &#x0026; editing, Methodology. QH: Software, Investigation, Writing &#x2013; review &#x0026; editing. YZ: Funding acquisition, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We extend our sincerest thanks to the editor and two reviewers for improving the quality of the manuscript.</p>
</ack>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="S11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2025.1656686/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnagi.2025.1656686/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1920/overview">Stephen D. Ginsberg</ext-link>, Nathan S. Kline Institute for Psychiatric Research, United States</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3139595/overview">Sourav Karmakar</ext-link>, Swami Vivekananda University, Barrackpore, India</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3289152/overview">Sara Nobakht</ext-link>, University of Guilan, Iran</p></fn>
</fn-group>
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